Overview

Brought to you by YData

Dataset statistics

Number of variables	116
Number of observations	7000490
Missing cells	693626847
Missing cells (%)	85.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.1 GiB
Average record size in memory	928.0 B

Variable types

Text	25
Numeric	46
Categorical	44
DateTime	1

Alerts

`meddra_concept_class_id_1` has constant value "PT"	Constant
`meddra_concept_class_id_2` has constant value "HLT"	Constant
`meddra_concept_class_id_3` has constant value "HLGT"	Constant
`meddra_concept_class_id_4` has constant value "SOC"	Constant
`relationship_id_12` has constant value "Is a"	Constant
`relationship_id_23` has constant value "Is a"	Constant
`relationship_id_34` has constant value "Is a"	Constant
`ATC_concept_class_id` has constant value "ATC 5th"	Constant
`MedDRA_concept_class_id` has constant value "PT"	Constant
`gt_null_99` is highly imbalanced (74.8%)	Imbalance
`max_score_nichd` is highly imbalanced (55.5%)	Imbalance
`table_name` is highly imbalanced (51.7%)	Imbalance
`XB` is highly imbalanced (75.8%)	Imbalance
`XD` is highly imbalanced (68.7%)	Imbalance
`XG` is highly imbalanced (78.0%)	Imbalance
`XH` is highly imbalanced (52.1%)	Imbalance
`XM` is highly imbalanced (72.4%)	Imbalance
`XP` is highly imbalanced (83.9%)	Imbalance
`XR` is highly imbalanced (68.5%)	Imbalance
`XS` is highly imbalanced (92.7%)	Imbalance
`XV` is highly imbalanced (88.7%)	Imbalance
`action` is highly imbalanced (52.9%)	Imbalance
`pediatric_adverse_event` is highly imbalanced (74.6%)	Imbalance
`ade` has 849821 (12.1%) missing values	Missing
`atc_concept_id` has 904638 (12.9%) missing values	Missing
`meddra_concept_id` has 901107 (12.9%) missing values	Missing
`cluster_id` has 6539667 (93.4%) missing values	Missing
`gt_null_statistic` has 6539667 (93.4%) missing values	Missing
`gt_null_99` has 6539667 (93.4%) missing values	Missing
`max_score_nichd` has 6539667 (93.4%) missing values	Missing
`cluster_name` has 6539667 (93.4%) missing values	Missing
`ade_nreports` has 6539667 (93.4%) missing values	Missing
`nichd` has 562425 (8.0%) missing values	Missing
`gam_score` has 3704631 (52.9%) missing values	Missing
`norm` has 3774631 (53.9%) missing values	Missing
`gam_score_se` has 3774631 (53.9%) missing values	Missing
`gam_score_90mse` has 3774631 (53.9%) missing values	Missing
`gam_score_90pse` has 3774631 (53.9%) missing values	Missing
`D` has 3774631 (53.9%) missing values	Missing
`E` has 3774631 (53.9%) missing values	Missing
`DE` has 3774631 (53.9%) missing values	Missing
`ade_name` has 3707027 (53.0%) missing values	Missing
`category` has 6378728 (91.1%) missing values	Missing
`atc_concept_name` has 6310612 (90.1%) missing values	Missing
`meddra_concept_name` has 6311700 (90.2%) missing values	Missing
`atc_concept_class_id` has 6421685 (91.7%) missing values	Missing
`meddra_concept_class_id` has 6378728 (91.1%) missing values	Missing
`a` has 6378728 (91.1%) missing values	Missing
`b` has 6378728 (91.1%) missing values	Missing
`c` has 6378728 (91.1%) missing values	Missing
`d` has 6378728 (91.1%) missing values	Missing
`lwr` has 6378728 (91.1%) missing values	Missing
`odds_ratio` has 6762567 (96.6%) missing values	Missing
`upr` has 6762567 (96.6%) missing values	Missing
`pvalue` has 6378728 (91.1%) missing values	Missing
`fdr` has 6184674 (88.3%) missing values	Missing
`null_99` has 7000483 (> 99.9%) missing values	Missing
`safetyreportid` has 4674107 (66.8%) missing values	Missing
`sex` has 4674107 (66.8%) missing values	Missing
`reporter_qualification` has 4674107 (66.8%) missing values	Missing
`receive_date` has 4674107 (66.8%) missing values	Missing
`XA` has 4674107 (66.8%) missing values	Missing
`XB` has 4674107 (66.8%) missing values	Missing
`XC` has 4674107 (66.8%) missing values	Missing
`XD` has 4674107 (66.8%) missing values	Missing
`XG` has 4674107 (66.8%) missing values	Missing
`XH` has 4674107 (66.8%) missing values	Missing
`XJ` has 4674107 (66.8%) missing values	Missing
`XL` has 4674107 (66.8%) missing values	Missing
`XM` has 4674107 (66.8%) missing values	Missing
`XN` has 4674107 (66.8%) missing values	Missing
`XP` has 4674107 (66.8%) missing values	Missing
`XR` has 4674107 (66.8%) missing values	Missing
`XS` has 4674107 (66.8%) missing values	Missing
`XV` has 4674107 (66.8%) missing values	Missing
`polypharmacy` has 4674107 (66.8%) missing values	Missing
`atc1_concept_name` has 6999412 (> 99.9%) missing values	Missing
`raw_code` has 7000475 (> 99.9%) missing values	Missing
`gene_symbol` has 6792831 (97.0%) missing values	Missing
`type` has 6987933 (99.8%) missing values	Missing
`soc` has 6933227 (99.0%) missing values	Missing
`auroc` has 7000255 (> 99.9%) missing values	Missing
`wt_pvalue` has 7000255 (> 99.9%) missing values	Missing
`ttest_statistic` has 7000255 (> 99.9%) missing values	Missing
`ttest_pvalue` has 7000255 (> 99.9%) missing values	Missing
`atc_concept_code` has 6932374 (99.0%) missing values	Missing
`ndrugreports` has 6999402 (> 99.9%) missing values	Missing
`atc4_concept_name` has 6999402 (> 99.9%) missing values	Missing
`atc4_concept_code` has 6999402 (> 99.9%) missing values	Missing
`atc3_concept_name` has 6999402 (> 99.9%) missing values	Missing
`atc3_concept_code` has 6999402 (> 99.9%) missing values	Missing
`atc2_concept_name` has 6999402 (> 99.9%) missing values	Missing
`atc2_concept_code` has 6999402 (> 99.9%) missing values	Missing
`atc1_concept_code` has 6999426 (> 99.9%) missing values	Missing
`drugbank_id` has 6988168 (99.8%) missing values	Missing
`id` has 6988168 (99.8%) missing values	Missing
`action` has 6988168 (99.8%) missing values	Missing
`uniprot_id` has 6988168 (99.8%) missing values	Missing
`entrez_id` has 6988168 (99.8%) missing values	Missing
`meddra_concept_name_4` has 6983552 (99.8%) missing values	Missing
`neventreports` has 6983549 (99.8%) missing values	Missing
`meddra_concept_class_id_1` has 6983552 (99.8%) missing values	Missing
`meddra_concept_class_id_2` has 6983552 (99.8%) missing values	Missing
`meddra_concept_class_id_3` has 6983552 (99.8%) missing values	Missing
`meddra_concept_class_id_4` has 6983552 (99.8%) missing values	Missing
`meddra_concept_code_1` has 6983552 (99.8%) missing values	Missing
`meddra_concept_code_2` has 6983552 (99.8%) missing values	Missing
`meddra_concept_code_3` has 6983552 (99.8%) missing values	Missing
`meddra_concept_code_4` has 6983552 (99.8%) missing values	Missing
`meddra_concept_id_2` has 6983552 (99.8%) missing values	Missing
`meddra_concept_id_3` has 6983552 (99.8%) missing values	Missing
`meddra_concept_id_4` has 6983552 (99.8%) missing values	Missing
`meddra_concept_name_1` has 6983549 (99.8%) missing values	Missing
`meddra_concept_name_2` has 6983549 (99.8%) missing values	Missing
`meddra_concept_name_3` has 6983549 (99.8%) missing values	Missing
`relationship_id_12` has 6983552 (99.8%) missing values	Missing
`relationship_id_23` has 6983552 (99.8%) missing values	Missing
`relationship_id_34` has 6983552 (99.8%) missing values	Missing
`soc_category` has 6983649 (99.8%) missing values	Missing
`pediatric_adverse_event` has 6983549 (99.8%) missing values	Missing
`probe` has 6805388 (97.2%) missing values	Missing
`sample` has 6806436 (97.2%) missing values	Missing
`actual` has 6806436 (97.2%) missing values	Missing
`prediction` has 6806436 (97.2%) missing values	Missing
`residual` has 6806436 (97.2%) missing values	Missing
`f_statistic` has 6806436 (97.2%) missing values	Missing
`f_pvalue` has 6806436 (97.2%) missing values	Missing
`ATC_concept_class_id` has 6999914 (> 99.9%) missing values	Missing
`ATC_concept_id` has 6999914 (> 99.9%) missing values	Missing
`ATC_concept_name` has 6999914 (> 99.9%) missing values	Missing
`Control` has 6999914 (> 99.9%) missing values	Missing
`MedDRA_concept_class_id` has 6999914 (> 99.9%) missing values	Missing
`MedDRA_concept_id` has 6999914 (> 99.9%) missing values	Missing
`MedDRA_concept_name` has 6999914 (> 99.9%) missing values	Missing
`condition_name` has 6998141 (> 99.9%) missing values	Missing
`control` has 6998141 (> 99.9%) missing values	Missing
`stitch_id` has 6933462 (99.0%) missing values	Missing
`medgen_id` has 6933462 (99.0%) missing values	Missing
`ade_nreports` is highly skewed (γ1 = 56.06041929)	Skewed
`gam_score` is highly skewed (γ1 = -68.47906826)	Skewed
`gam_score_se` is highly skewed (γ1 = 635.0719086)	Skewed
`gam_score_90mse` is highly skewed (γ1 = -634.9143922)	Skewed
`gam_score_90pse` is highly skewed (γ1 = 635.2238839)	Skewed
`DE` is highly skewed (γ1 = 168.5327063)	Skewed
`a` is highly skewed (γ1 = 48.91934858)	Skewed
`c` is highly skewed (γ1 = 46.18078914)	Skewed
`null_99` is uniformly distributed	Uniform
`ATC_concept_id` is uniformly distributed	Uniform
`ATC_concept_name` is uniformly distributed	Uniform
`norm` has 460837 (6.6%) zeros	Zeros
`D` has 126892 (1.8%) zeros	Zeros
`E` has 538729 (7.7%) zeros	Zeros
`DE` has 2453256 (35.0%) zeros	Zeros
`c` has 383839 (5.5%) zeros	Zeros
`XA` has 1621810 (23.2%) zeros	Zeros
`XC` has 1931835 (27.6%) zeros	Zeros
`XJ` has 1775841 (25.4%) zeros	Zeros
`XL` has 1426884 (20.4%) zeros	Zeros
`XN` has 1263277 (18.0%) zeros	Zeros

Reproduction

Analysis started	2025-04-28 13:41:23.997215
Analysis finished	2025-04-28 14:08:42.628088
Duration	27 minutes and 18.63 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

ade
Text

Missing

Distinct	461234
Distinct (%)	7.5%
Missing	849821
Missing (%)	12.1%
Memory size	53.4 MiB

Length

Max length	17
Median length	17
Mean length	16.991213
Min length	14

Characters and Unicode

Total characters	104507328
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	395 ?
Unique (%)	< 0.1%

Sample

1st row	1588648_35809076
2nd row	1588648_36315755
3rd row	1588648_36416514
4th row	1588648_37019318
5th row	1588648_37019399

Value	Count	Frequency (%)
21602295_37320158	3851	0.1%
21604559_35506601	3801	0.1%
21602295_36718382	3346	0.1%
21602295_37320109	3311	0.1%
21604559_37522220	2626	< 0.1%
21602295_37320257	2123	< 0.1%
21602256_35809005	2067	< 0.1%
21603911_35809005	2030	< 0.1%
21602295_37320170	2009	< 0.1%
21604757_35809304	1906	< 0.1%
Other values (461224)	6123599	99.6%

Most occurring characters

Value	Count	Frequency (%)
1	14580910	14.0%
0	13975096	13.4%
6	12902033	12.3%
3	12738669	12.2%
2	12481752	11.9%
5	7206028	6.9%
4	6697247	6.4%
_	6150669	5.9%
9	6038455	5.8%
7	5974891	5.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	104507328	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	14580910	14.0%
0	13975096	13.4%
6	12902033	12.3%
3	12738669	12.2%
2	12481752	11.9%
5	7206028	6.9%
4	6697247	6.4%
_	6150669	5.9%
9	6038455	5.8%
7	5974891	5.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	104507328	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	14580910	14.0%
0	13975096	13.4%
6	12902033	12.3%
3	12738669	12.2%
2	12481752	11.9%
5	7206028	6.9%
4	6697247	6.4%
_	6150669	5.9%
9	6038455	5.8%
7	5974891	5.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	104507328	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	14580910	14.0%
0	13975096	13.4%
6	12902033	12.3%
3	12738669	12.2%
2	12481752	11.9%
5	7206028	6.9%
4	6697247	6.4%
_	6150669	5.9%
9	6038455	5.8%
7	5974891	5.7%

atc_concept_id
Real number (ℝ)

Missing

Distinct	2038
Distinct (%)	< 0.1%
Missing	904638
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%
Mean	22018887

Minimum	1123609
Maximum	45893529
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	1123609
5-th percentile	21600448
Q1	21601911
median	21603312
Q3	21604305
95-th percentile	21604762
Maximum	45893529
Range	44769920
Interquartile range (IQR)	2394

Descriptive statistics

Standard deviation	3067785.4
Coefficient of variation (CV)	0.13932518
Kurtosis	41.932231
Mean	22018887
Median Absolute Deviation (MAD)	1067
Skewness	5.9558132
Sum	1.3422388 × 10¹⁴
Variance	9.411307 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21603929	80845	1.2%
21601423	76951	1.1%
21602256	73173	1.0%
21604344	59193	0.8%
21603911	58962	0.8%
21602735	58691	0.8%
21603967	56175	0.8%
21604757	53428	0.8%
21603908	51997	0.7%
21604559	51615	0.7%
Other values (2028)	5474822	78.2%
(Missing)	904638	12.9%

Value	Count	Frequency (%)
1123609	1	< 0.1%
1123610	1	< 0.1%
1123611	1	< 0.1%
1123612	7	< 0.1%
1123619	1	< 0.1%
1123622	1	< 0.1%
1123630	3	< 0.1%
1123633	1	< 0.1%
1123646	2	< 0.1%
1123673	7	< 0.1%

Value	Count	Frequency (%)
45893529	3	< 0.1%
45893522	1	< 0.1%
45893508	2	< 0.1%
45893498	15	< 0.1%
45893497	913	< 0.1%
45893494	1	< 0.1%
45893489	232	< 0.1%
45893488	6943	0.1%
45893485	8	< 0.1%
45893482	1	< 0.1%

meddra_concept_id
Real number (ℝ)

Missing

Distinct	10774
Distinct (%)	0.2%
Missing	901107
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%
Mean	36484980

Minimum	788090
Maximum	46277190
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	788090
5-th percentile	35204948
Q1	35808914
median	36211677
Q3	36818682
95-th percentile	42889163
Maximum	46277190
Range	45489100
Interquartile range (IQR)	1009768

Descriptive statistics

Standard deviation	2868748.5
Coefficient of variation (CV)	0.078628205
Kurtosis	93.491362
Mean	36484980
Median Absolute Deviation (MAD)	503912
Skewness	-6.6628983
Sum	2.2253587 × 10¹⁴
Variance	8.229718 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37522220	41704	0.6%
35809327	38553	0.6%
35809054	37057	0.5%
35708208	36785	0.5%
35708202	29745	0.4%
36718132	27832	0.4%
35708093	24694	0.4%
35708154	22279	0.3%
35809243	21828	0.3%
35205038	21718	0.3%
Other values (10764)	5797188	82.8%
(Missing)	901107	12.9%

Value	Count	Frequency (%)
788090	10	< 0.1%
788094	252	< 0.1%
788095	32	< 0.1%
788096	29	< 0.1%
788098	94	< 0.1%
788100	94	< 0.1%
788104	75	< 0.1%
788105	102	< 0.1%
788115	342	< 0.1%
788120	214	< 0.1%

Value	Count	Frequency (%)
46277190	29	< 0.1%
46277169	47	< 0.1%
46277163	30	< 0.1%
46276846	39	< 0.1%
46276844	167	< 0.1%
46276840	29	< 0.1%
46276826	19	< 0.1%
46276825	92	< 0.1%
46276824	20	< 0.1%
46276815	47	< 0.1%

cluster_id
Categorical

Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	6539667
Missing (%)	93.4%
Memory size	53.4 MiB

2.0	300687
4.0	137004
1.0	20127
3.0	3005

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1382469
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	300687	4.3%
4.0	137004	2.0%
1.0	20127	0.3%
3.0	3005	< 0.1%
(Missing)	6539667	93.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	300687	65.2%
4.0	137004	29.7%
1.0	20127	4.4%
3.0	3005	0.7%

Most occurring characters

Value	Count	Frequency (%)
.	460823	33.3%
0	460823	33.3%
2	300687	21.7%
4	137004	9.9%
1	20127	1.5%
3	3005	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	460823	33.3%
0	460823	33.3%
2	300687	21.7%
4	137004	9.9%
1	20127	1.5%
3	3005	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	460823	33.3%
0	460823	33.3%
2	300687	21.7%
4	137004	9.9%
1	20127	1.5%
3	3005	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	460823	33.3%
0	460823	33.3%
2	300687	21.7%
4	137004	9.9%
1	20127	1.5%
3	3005	0.2%

gt_null_statistic
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	6539667
Missing (%)	93.4%
Memory size	53.4 MiB

0.0	307907
1.0	152916

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1382469
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	307907	4.4%
1.0	152916	2.2%
(Missing)	6539667	93.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	307907	66.8%
1.0	152916	33.2%

Most occurring characters

Value	Count	Frequency (%)
0	768730	55.6%
.	460823	33.3%
1	152916	11.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	768730	55.6%
.	460823	33.3%
1	152916	11.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	768730	55.6%
.	460823	33.3%
1	152916	11.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	768730	55.6%
.	460823	33.3%
1	152916	11.1%

gt_null_99
Categorical

Imbalance Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	6539667
Missing (%)	93.4%
Memory size	53.4 MiB

0.0	441385
1.0	19438

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1382469
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	441385	6.3%
1.0	19438	0.3%
(Missing)	6539667	93.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	441385	95.8%
1.0	19438	4.2%

Most occurring characters

Value	Count	Frequency (%)
0	902208	65.3%
.	460823	33.3%
1	19438	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	902208	65.3%
.	460823	33.3%
1	19438	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	902208	65.3%
.	460823	33.3%
1	19438	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1382469	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	902208	65.3%
.	460823	33.3%
1	19438	1.4%

max_score_nichd
Categorical

Imbalance Missing

Distinct	7
Distinct (%)	< 0.1%
Missing	6539667
Missing (%)	93.4%
Memory size	53.4 MiB

late_adolescence	302433
term_neonatal	134834
early_childhood	7324
middle_childhood	5849
toddler	5320
Other values (2)	5063

Length

Max length	17
Median length	16
Mean length	14.956643
Min length	7

Characters and Unicode

Total characters	6892365
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	late_adolescence
2nd row	late_adolescence
3rd row	late_adolescence
4th row	late_adolescence
5th row	late_adolescence

Common Values

Value	Count	Frequency (%)
late_adolescence	302433	4.3%
term_neonatal	134834	1.9%
early_childhood	7324	0.1%
middle_childhood	5849	0.1%
toddler	5320	0.1%
infancy	2616	< 0.1%
early_adolescence	2447	< 0.1%
(Missing)	6539667	93.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
late_adolescence	302433	65.6%
term_neonatal	134834	29.3%
early_childhood	7324	1.6%
middle_childhood	5849	1.3%
toddler	5320	1.2%
infancy	2616	0.6%
early_adolescence	2447	0.5%

Most occurring characters

Value	Count	Frequency (%)
e	1507681	21.9%
a	889368	12.9%
l	776260	11.3%
c	625549	9.1%
n	579780	8.4%
t	577421	8.4%
o	471380	6.8%
_	452887	6.6%
d	353564	5.1%
s	304880	4.4%
Other values (6)	353595	5.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6892365	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1507681	21.9%
a	889368	12.9%
l	776260	11.3%
c	625549	9.1%
n	579780	8.4%
t	577421	8.4%
o	471380	6.8%
_	452887	6.6%
d	353564	5.1%
s	304880	4.4%
Other values (6)	353595	5.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6892365	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1507681	21.9%
a	889368	12.9%
l	776260	11.3%
c	625549	9.1%
n	579780	8.4%
t	577421	8.4%
o	471380	6.8%
_	452887	6.6%
d	353564	5.1%
s	304880	4.4%
Other values (6)	353595	5.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6892365	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1507681	21.9%
a	889368	12.9%
l	776260	11.3%
c	625549	9.1%
n	579780	8.4%
t	577421	8.4%
o	471380	6.8%
_	452887	6.6%
d	353564	5.1%
s	304880	4.4%
Other values (6)	353595	5.1%

cluster_name
Categorical

Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	6539667
Missing (%)	93.4%
Memory size	53.4 MiB

Increase	300687
Decrease	137004
Plateau	20127
Inverse Plateau	3005

Length

Max length	15
Median length	8
Mean length	8.0019704
Min length	7

Characters and Unicode

Total characters	3687492
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Increase
2nd row	Increase
3rd row	Increase
4th row	Increase
5th row	Increase

Common Values

Value	Count	Frequency (%)
Increase	300687	4.3%
Decrease	137004	2.0%
Plateau	20127	0.3%
Inverse Plateau	3005	< 0.1%
(Missing)	6539667	93.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
increase	300687	64.8%
decrease	137004	29.5%
plateau	23132	5.0%
inverse	3005	0.6%

Most occurring characters

Value	Count	Frequency (%)
e	1041528	28.2%
a	483955	13.1%
r	440696	12.0%
s	440696	12.0%
c	437691	11.9%
n	303692	8.2%
I	303692	8.2%
D	137004	3.7%
P	23132	0.6%
l	23132	0.6%
Other values (4)	52274	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3687492	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1041528	28.2%
a	483955	13.1%
r	440696	12.0%
s	440696	12.0%
c	437691	11.9%
n	303692	8.2%
I	303692	8.2%
D	137004	3.7%
P	23132	0.6%
l	23132	0.6%
Other values (4)	52274	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3687492	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1041528	28.2%
a	483955	13.1%
r	440696	12.0%
s	440696	12.0%
c	437691	11.9%
n	303692	8.2%
I	303692	8.2%
D	137004	3.7%
P	23132	0.6%
l	23132	0.6%
Other values (4)	52274	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3687492	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1041528	28.2%
a	483955	13.1%
r	440696	12.0%
s	440696	12.0%
c	437691	11.9%
n	303692	8.2%
I	303692	8.2%
D	137004	3.7%
P	23132	0.6%
l	23132	0.6%
Other values (4)	52274	1.4%

ade_nreports
Real number (ℝ)

Missing Skewed

Distinct	511
Distinct (%)	0.1%
Missing	6539667
Missing (%)	93.4%
Infinite	0
Infinite (%)	0.0%
Mean	5.0482984

Minimum	1
Maximum	3841
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	17
Maximum	3841
Range	3840
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	23.349784
Coefficient of variation (CV)	4.6252782
Kurtosis	6374.056
Mean	5.0482984
Median Absolute Deviation (MAD)	0
Skewness	56.060419
Sum	2326372
Variance	545.21243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	238889	3.4%
2	74157	1.1%
3	36262	0.5%
4	21904	0.3%
5	15331	0.2%
6	11161	0.2%
7	8472	0.1%
8	6574	0.1%
9	5210	0.1%
10	4335	0.1%
Other values (501)	38528	0.6%
(Missing)	6539667	93.4%

Value	Count	Frequency (%)
1	238889	3.4%
2	74157	1.1%
3	36262	0.5%
4	21904	0.3%
5	15331	0.2%
6	11161	0.2%
7	8472	0.1%
8	6574	0.1%
9	5210	0.1%
10	4335	0.1%

Value	Count	Frequency (%)
3841	1	< 0.1%
3791	1	< 0.1%
3338	1	< 0.1%
3302	1	< 0.1%
2618	1	< 0.1%
2115	1	< 0.1%
2059	1	< 0.1%
2015	1	< 0.1%
2000	1	< 0.1%
1898	1	< 0.1%

table_name
Categorical

Imbalance

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	53.4 MiB

ade_nichd	3225859
ade_raw	2326383
ade_nichd_enrichment	621762
ade	460823
gene_expression	194054
Other values (11)	171609

Length

Max length	46
Median length	21
Mean length	9.153352
Min length	3

Characters and Unicode

Total characters	64077949
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ade
2nd row	ade
3rd row	ade
4th row	ade
5th row	ade

Common Values

Value	Count	Frequency (%)
ade_nichd	3225859	46.1%
ade_raw	2326383	33.2%
ade_nichd_enrichment	621762	8.9%
ade	460823	6.6%
gene_expression	194054	2.8%
ade_null_distribution	70000	1.0%
sider	67028	1.0%
event	16941	0.2%
drug_gene	12322	0.2%
ryan	2349	< 0.1%
Other values (6)	2969	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ade_nichd	3225859	46.1%
ade_raw	2326383	33.2%
ade_nichd_enrichment	621762	8.9%
ade	460823	6.6%
gene_expression	194054	2.8%
ade_null_distribution	70000	1.0%
sider	67028	1.0%
event	16941	0.2%
drug_gene	12322	0.2%
ryan	2349	< 0.1%
Other values (6)	2969	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
d	10702893	16.7%
a	9034081	14.1%
e	8853399	13.8%
_	7143354	11.1%
n	5652860	8.8%
i	4941981	7.7%
c	4469633	7.0%
h	4469383	7.0%
r	3296517	5.1%
w	2326398	3.6%
Other values (14)	3187450	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	64077949	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	10702893	16.7%
a	9034081	14.1%
e	8853399	13.8%
_	7143354	11.1%
n	5652860	8.8%
i	4941981	7.7%
c	4469633	7.0%
h	4469383	7.0%
r	3296517	5.1%
w	2326398	3.6%
Other values (14)	3187450	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	64077949	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	10702893	16.7%
a	9034081	14.1%
e	8853399	13.8%
_	7143354	11.1%
n	5652860	8.8%
i	4941981	7.7%
c	4469633	7.0%
h	4469383	7.0%
r	3296517	5.1%
w	2326398	3.6%
Other values (14)	3187450	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	64077949	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	10702893	16.7%
a	9034081	14.1%
e	8853399	13.8%
_	7143354	11.1%
n	5652860	8.8%
i	4941981	7.7%
c	4469633	7.0%
h	4469383	7.0%
r	3296517	5.1%
w	2326398	3.6%
Other values (14)	3187450	5.0%

nichd
Categorical

Missing

Distinct	7
Distinct (%)	< 0.1%
Missing	562425
Missing (%)	8.0%
Memory size	53.4 MiB

early_adolescence	1530492
middle_childhood	1082064
late_adolescence	1018469
early_childhood	819688
infancy	686823
Other values (2)	1300529

Length

Max length	17
Median length	16
Mean length	13.915626
Min length	7

Characters and Unicode

Total characters	89589706
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	term_neonatal
2nd row	infancy
3rd row	toddler
4th row	early_childhood
5th row	middle_childhood

Common Values

Value	Count	Frequency (%)
early_adolescence	1530492	21.9%
middle_childhood	1082064	15.5%
late_adolescence	1018469	14.5%
early_childhood	819688	11.7%
infancy	686823	9.8%
toddler	674524	9.6%
term_neonatal	626005	8.9%
(Missing)	562425	8.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
early_adolescence	1530492	23.8%
middle_childhood	1082064	16.8%
late_adolescence	1018469	15.8%
early_childhood	819688	12.7%
infancy	686823	10.7%
toddler	674524	10.5%
term_neonatal	626005	9.7%

Most occurring characters

Value	Count	Frequency (%)
e	14024130	15.7%
l	10201955	11.4%
d	9865641	11.0%
a	7856443	8.8%
c	7686497	8.6%
o	7652994	8.5%
n	5174617	5.8%
_	5076718	5.7%
h	3803504	4.2%
i	3670639	4.1%
Other values (6)	14576568	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	89589706	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	14024130	15.7%
l	10201955	11.4%
d	9865641	11.0%
a	7856443	8.8%
c	7686497	8.6%
o	7652994	8.5%
n	5174617	5.8%
_	5076718	5.7%
h	3803504	4.2%
i	3670639	4.1%
Other values (6)	14576568	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	89589706	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	14024130	15.7%
l	10201955	11.4%
d	9865641	11.0%
a	7856443	8.8%
c	7686497	8.6%
o	7652994	8.5%
n	5174617	5.8%
_	5076718	5.7%
h	3803504	4.2%
i	3670639	4.1%
Other values (6)	14576568	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	89589706	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	14024130	15.7%
l	10201955	11.4%
d	9865641	11.0%
a	7856443	8.8%
c	7686497	8.6%
o	7652994	8.5%
n	5174617	5.8%
_	5076718	5.7%
h	3803504	4.2%
i	3670639	4.1%
Other values (6)	14576568	16.3%

gam_score
Real number (ℝ)

Missing Skewed

Distinct	3271135
Distinct (%)	99.2%
Missing	3704631
Missing (%)	52.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.71900334

Minimum	-1583.2964
Maximum	1100.9942
Zeros	0
Zeros (%)	0.0%
Negative	998817
Negative (%)	14.3%
Memory size	53.4 MiB

Quantile statistics

Minimum	-1583.2964
5-th percentile	-0.46506803
Q1	-2.2496754 × 10^-6
median	7.2532587 × 10^-5
Q3	0.90596541
95-th percentile	4.0027948
Maximum	1100.9942
Range	2684.2906
Interquartile range (IQR)	0.90596766

Descriptive statistics

Standard deviation	2.8565971
Coefficient of variation (CV)	3.9729956
Kurtosis	57109.645
Mean	0.71900334
Median Absolute Deviation (MAD)	0.11186695
Skewness	-68.479068
Sum	2369733.6
Variance	8.1601469
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-2.479471767	6	< 0.1%
65.93800615	6	< 0.1%
54.05488581	6	< 0.1%
42.34407438	6	< 0.1%
30.87659325	6	< 0.1%
19.63303383	6	< 0.1%
8.542334779	6	< 0.1%
0.2151436175	5	< 0.1%
1.654897268	5	< 0.1%
3.151476826	5	< 0.1%
Other values (3271125)	3295802	47.1%
(Missing)	3704631	52.9%

Value	Count	Frequency (%)
-1583.296417	1	< 0.1%
-1126.330337	1	< 0.1%
-861.4814983	1	< 0.1%
-817.4685841	1	< 0.1%
-804.1519415	1	< 0.1%
-703.3395573	1	< 0.1%
-612.1097067	1	< 0.1%
-580.7899328	1	< 0.1%
-571.3190674	1	< 0.1%
-405.5090676	1	< 0.1%

Value	Count	Frequency (%)
1100.994166	1	< 0.1%
783.8090356	1	< 0.1%
726.8397677	1	< 0.1%
587.9975242	1	< 0.1%
517.7999509	1	< 0.1%
490.2477456	1	< 0.1%
324.3546238	1	< 0.1%
324.1973924	1	< 0.1%
312.4392221	1	< 0.1%
307.908627	1	< 0.1%

norm
Real number (ℝ)

Missing Zeros

Distinct	2285419
Distinct (%)	70.8%
Missing	3774631
Missing (%)	53.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.50720471

Minimum	0
Maximum	1
Zeros	460837
Zeros (%)	6.6%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.17607395
median	0.50328406
Q3	0.8293085
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.65323455

Descriptive statistics

Standard deviation	0.33819667
Coefficient of variation (CV)	0.66678535
Kurtosis	-1.287696
Mean	0.50720471
Median Absolute Deviation (MAD)	0.32664082
Skewness	-0.03209883
Sum	1636170.9
Variance	0.11437699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	460837	6.6%
1	460837	6.6%
0.1656521642	31	< 0.1%
0.1656521642	23	< 0.1%
0.1610982506	21	< 0.1%
0.1610982506	18	< 0.1%
0.1656521642	17	< 0.1%
0.1656521642	16	< 0.1%
0.1656521642	13	< 0.1%
0.3317725603	13	< 0.1%
Other values (2285409)	2304033	32.9%
(Missing)	3774631	53.9%

Value	Count	Frequency (%)
0	460837	6.6%
4.617381605 × 10^-6	1	< 0.1%
1.271763111 × 10^-5	1	< 0.1%
3.97711657 × 10^-5	1	< 0.1%
5.064489504 × 10^-5	1	< 0.1%
5.287215323 × 10^-5	1	< 0.1%
6.223397524 × 10^-5	1	< 0.1%
6.562148706 × 10^-5	1	< 0.1%
6.701805892 × 10^-5	1	< 0.1%
7.308616937 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
1	460837	6.6%
0.9999999367	1	< 0.1%
0.9999994625	1	< 0.1%
0.9999979339	1	< 0.1%
0.9999960046	1	< 0.1%
0.9999957444	1	< 0.1%
0.9999956462	1	< 0.1%
0.9999906414	1	< 0.1%
0.9999903979	1	< 0.1%
0.9999881375	1	< 0.1%

gam_score_se
Real number (ℝ)

Missing Skewed

Distinct	3201135
Distinct (%)	99.2%
Missing	3774631
Missing (%)	53.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.1151531

Minimum	2.8668088 × 10^-5
Maximum	955748.96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	2.8668088 × 10^-5
5-th percentile	0.0013082665
Q1	0.0045930821
median	0.31811281
Q3	0.90509856
95-th percentile	2.4022826
Maximum	955748.96
Range	955748.96
Interquartile range (IQR)	0.90050548

Descriptive statistics

Standard deviation	851.67572
Coefficient of variation (CV)	273.39771
Kurtosis	567079.58
Mean	3.1151531
Median Absolute Deviation (MAD)	0.31555365
Skewness	635.07191
Sum	10049045
Variance	725351.53
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.49875765	6	< 0.1%
32.22233532	6	< 0.1%
27.308445	6	< 0.1%
23.77487554	6	< 0.1%
21.20572913	6	< 0.1%
19.90467543	6	< 0.1%
21.01185789	6	< 0.1%
5.798424708	5	< 0.1%
4.297302722	5	< 0.1%
3.351460234	5	< 0.1%
Other values (3201125)	3225802	46.1%
(Missing)	3774631	53.9%

Value	Count	Frequency (%)
2.866808817 × 10^-5	1	< 0.1%
2.903729106 × 10^-5	1	< 0.1%
2.999385412 × 10^-5	1	< 0.1%
3.23813602 × 10^-5	1	< 0.1%
3.265033259 × 10^-5	1	< 0.1%
3.279838455 × 10^-5	1	< 0.1%
3.348108544 × 10^-5	1	< 0.1%
3.387884774 × 10^-5	1	< 0.1%
3.511656996 × 10^-5	1	< 0.1%
3.533356434 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
955748.9571	1	< 0.1%
431620.9721	1	< 0.1%
427811.0042	1	< 0.1%
373427.1342	1	< 0.1%
301929.7694	1	< 0.1%
274107.4666	1	< 0.1%
257861.8838	1	< 0.1%
249115.2338	1	< 0.1%
248583.5542	1	< 0.1%
221625.9706	1	< 0.1%

gam_score_90mse
Real number (ℝ)

Missing Skewed

Distinct	3201135
Distinct (%)	99.2%
Missing	3774631
Missing (%)	53.9%
Infinite	0
Infinite (%)	0.0%
Mean	-4.3948504

Minimum	-1572410
Maximum	47.232281
Zeros	0
Zeros (%)	0.0%
Negative	2658174
Negative (%)	38.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	-1572410
5-th percentile	-2.6165057
Q1	-0.52355155
median	-0.012332565
Q3	-0.0026387694
95-th percentile	1.5253107
Maximum	47.232281
Range	1572457.2
Interquartile range (IQR)	0.52091278

Descriptive statistics

Standard deviation	1401.2542
Coefficient of variation (CV)	-318.84002
Kurtosis	566898.09
Mean	-4.3948504
Median Absolute Deviation (MAD)	0.20930088
Skewness	-634.91439
Sum	-14177168
Variance	1963513.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-44.42492811	6	< 0.1%
12.93226455	6	< 0.1%
9.132493784	6	< 0.1%
3.234404111	6	< 0.1%
-4.006831171	6	< 0.1%
-13.11015725	6	< 0.1%
-26.02217145	6	< 0.1%
-9.323265028	5	< 0.1%
-5.41416571	5	< 0.1%
-2.361675259	5	< 0.1%
Other values (3201125)	3225802	46.1%
(Missing)	3774631	53.9%

Value	Count	Frequency (%)
-1572410.002	1	< 0.1%
-709704.0598	1	< 0.1%
-703870.299	1	< 0.1%
-613560.7959	1	< 0.1%
-497056.3389	1	< 0.1%
-450388.9825	1	< 0.1%
-424448.4375	1	< 0.1%
-409866.166	1	< 0.1%
-408933.5692	1	< 0.1%
-364845.6755	1	< 0.1%

Value	Count	Frequency (%)
47.23228124	1	< 0.1%
44.19872864	1	< 0.1%
42.4465221	1	< 0.1%
35.50573457	1	< 0.1%
34.45740278	1	< 0.1%
34.08359317	1	< 0.1%
33.28758486	1	< 0.1%
31.85564911	1	< 0.1%
31.5168847	1	< 0.1%
29.72313926	1	< 0.1%

gam_score_90pse
Real number (ℝ)

Missing Skewed

Distinct	3201135
Distinct (%)	99.2%
Missing	3774631
Missing (%)	53.9%
Infinite	0
Infinite (%)	0.0%
Mean	5.8540032

Minimum	-5.3409881
Maximum	1572004.1
Zeros	0
Zeros (%)	0.0%
Negative	70408
Negative (%)	1.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	-5.3409881
5-th percentile	0.0016412704
Q1	0.0066339165
median	0.44092014
Q3	2.5637388
95-th percentile	7.5232519
Maximum	1572004.1
Range	1572009.4
Interquartile range (IQR)	2.5571049

Descriptive statistics

Standard deviation	1400.7648
Coefficient of variation (CV)	239.28323
Kurtosis	567252.78
Mean	5.8540032
Median Absolute Deviation (MAD)	0.43905083
Skewness	635.22388
Sum	18884189
Variance	1962142.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.46598457	6	< 0.1%
118.9437478	6	< 0.1%
98.97727784	6	< 0.1%
81.45374464	6	< 0.1%
65.76001766	6	< 0.1%
52.3762249	6	< 0.1%
43.106841	6	< 0.1%
9.753552263	5	< 0.1%
8.723960247	5	< 0.1%
8.664628912	5	< 0.1%
Other values (3201125)	3225802	46.1%
(Missing)	3774631	53.9%

Value	Count	Frequency (%)
-5.34098812	1	< 0.1%
-4.881815974	1	< 0.1%
-4.879823252	1	< 0.1%
-4.54468279	1	< 0.1%
-4.46198962	1	< 0.1%
-4.425665167	1	< 0.1%
-4.409437007	1	< 0.1%
-4.300086318	1	< 0.1%
-4.155693895	1	< 0.1%
-4.053676269	1	< 0.1%

Value	Count	Frequency (%)
1572004.067	1	< 0.1%
710328.9383	1	< 0.1%
703627.9047	1	< 0.1%
615014.4754	1	< 0.1%
496292.6023	1	< 0.1%
451424.5824	1	< 0.1%
423917.16	1	< 0.1%
409722.9531	1	< 0.1%
408906.3241	1	< 0.1%
364303.7678	1	< 0.1%

D
Real number (ℝ)

Missing Zeros

Distinct	633
Distinct (%)	< 0.1%
Missing	3774631
Missing (%)	53.9%
Infinite	0
Infinite (%)	0.0%
Mean	329.8544

Minimum	0
Maximum	7849
Zeros	126892
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	17
median	76
Q3	309
95-th percentile	1469
Maximum	7849
Range	7849
Interquartile range (IQR)	292

Descriptive statistics

Standard deviation	716.44723
Coefficient of variation (CV)	2.1720105
Kurtosis	30.457729
Mean	329.8544
Median Absolute Deviation (MAD)	72
Skewness	4.8510509
Sum	1.0640638 × 10⁹
Variance	513296.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	126892	1.8%
1	88764	1.3%
2	74613	1.1%
5	64044	0.9%
3	54037	0.8%
4	49001	0.7%
8	41707	0.6%
6	41397	0.6%
7	39833	0.6%
9	35431	0.5%
Other values (623)	2610140	37.3%
(Missing)	3774631	53.9%

Value	Count	Frequency (%)
0	126892	1.8%
1	88764	1.3%
2	74613	1.1%
3	54037	0.8%
4	49001	0.7%
5	64044	0.9%
6	41397	0.6%
7	39833	0.6%
8	41707	0.6%
9	35431	0.5%

Value	Count	Frequency (%)
7849	466	< 0.1%
6927	3461	< 0.1%
6538	2301	< 0.1%
5923	2815	< 0.1%
5659	3461	< 0.1%
5506	3840	0.1%
5068	3775	0.1%
5053	2346	< 0.1%
4975	2449	< 0.1%
4628	2815	< 0.1%

E
Real number (ℝ)

Missing Zeros

Distinct	669
Distinct (%)	< 0.1%
Missing	3774631
Missing (%)	53.9%
Infinite	0
Infinite (%)	0.0%
Mean	96.446233

Minimum	0
Maximum	7397
Zeros	538729
Zeros (%)	7.7%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	11
Q3	56
95-th percentile	448
Maximum	7397
Range	7397
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	323.39967
Coefficient of variation (CV)	3.3531602
Kurtosis	123.79768
Mean	96.446233
Median Absolute Deviation (MAD)	11
Skewness	9.0930663
Sum	3.1112195 × 10⁸
Variance	104587.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	538729	7.7%
1	254758	3.6%
2	165395	2.4%
3	131393	1.9%
4	103933	1.5%
5	89320	1.3%
6	72786	1.0%
7	66875	1.0%
8	60556	0.9%
9	52737	0.8%
Other values (659)	1689377	24.1%
(Missing)	3774631	53.9%

Value	Count	Frequency (%)
0	538729	7.7%
1	254758	3.6%
2	165395	2.4%
3	131393	1.9%
4	103933	1.5%
5	89320	1.3%
6	72786	1.0%
7	66875	1.0%
8	60556	0.9%
9	52737	0.8%

Value	Count	Frequency (%)
7397	799	< 0.1%
4972	789	< 0.1%
4286	799	< 0.1%
4284	733	< 0.1%
4138	772	< 0.1%
4087	815	< 0.1%
4024	542	< 0.1%
3345	768	< 0.1%
3339	789	< 0.1%
3015	772	< 0.1%

DE
Real number (ℝ)

Missing Skewed Zeros

Distinct	376
Distinct (%)	< 0.1%
Missing	3774631
Missing (%)	53.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.72117969

Minimum	0
Maximum	3193
Zeros	2453256
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	3193
Range	3193
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.9236867
Coefficient of variation (CV)	8.2138845
Kurtosis	61924.677
Mean	0.72117969
Median Absolute Deviation (MAD)	0
Skewness	168.53271
Sum	2326424
Variance	35.090064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2453256	35.0%
1	468144	6.7%
2	122064	1.7%
3	55385	0.8%
4	31452	0.4%
5	20519	0.3%
6	14116	0.2%
7	10203	0.1%
8	7690	0.1%
9	5964	0.1%
Other values (366)	37066	0.5%
(Missing)	3774631	53.9%

Value	Count	Frequency (%)
0	2453256	35.0%
1	468144	6.7%
2	122064	1.7%
3	55385	0.8%
4	31452	0.4%
5	20519	0.3%
6	14116	0.2%
7	10203	0.1%
8	7690	0.1%
9	5964	0.1%

Value	Count	Frequency (%)
3193	1	< 0.1%
2629	1	< 0.1%
2611	1	< 0.1%
1747	1	< 0.1%
1697	1	< 0.1%
1591	1	< 0.1%
1451	1	< 0.1%
1239	1	< 0.1%
1163	1	< 0.1%
1096	1	< 0.1%

ade_name
Text

Missing

Distinct	494451
Distinct (%)	15.0%
Missing	3707027
Missing (%)	53.0%
Memory size	53.4 MiB

Length

Max length	132
Median length	110
Mean length	43.833084
Min length	13

Characters and Unicode

Total characters	144362641
Distinct characters	72
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20182 ?
Unique (%)	0.6%

Sample

1st row	valsartan and sacubitril and Fatigue
2nd row	valsartan and sacubitril and Fatigue
3rd row	valsartan and sacubitril and Fatigue
4th row	valsartan and sacubitril and Fatigue
5th row	valsartan and sacubitril and Fatigue

Value	Count	Frequency (%)
and	3337302	19.3%
systemic	1072063	6.2%
oral	1044760	6.0%
parenteral	407190	2.4%
rectal	261355	1.5%
increased	146701	0.8%
topical	141484	0.8%
disorder	128679	0.7%
decreased	117093	0.7%
infection	116006	0.7%
Other values (6622)	10528585	60.9%

Most occurring characters

Value	Count	Frequency (%)
a	14637195	10.1%
	14007755	9.7%
e	12198949	8.5%
i	10830653	7.5%
n	10824260	7.5%
r	8914900	6.2%
o	8885093	6.2%
t	8082761	5.6%
s	7300786	5.1%
l	7159959	5.0%
Other values (62)	41520330	28.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	144362641	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	14637195	10.1%
	14007755	9.7%
e	12198949	8.5%
i	10830653	7.5%
n	10824260	7.5%
r	8914900	6.2%
o	8885093	6.2%
t	8082761	5.6%
s	7300786	5.1%
l	7159959	5.0%
Other values (62)	41520330	28.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	144362641	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	14637195	10.1%
	14007755	9.7%
e	12198949	8.5%
i	10830653	7.5%
n	10824260	7.5%
r	8914900	6.2%
o	8885093	6.2%
t	8082761	5.6%
s	7300786	5.1%
l	7159959	5.0%
Other values (62)	41520330	28.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	144362641	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	14637195	10.1%
	14007755	9.7%
e	12198949	8.5%
i	10830653	7.5%
n	10824260	7.5%
r	8914900	6.2%
o	8885093	6.2%
t	8082761	5.6%
s	7300786	5.1%
l	7159959	5.0%
Other values (62)	41520330	28.8%

category
Categorical

Missing

Distinct	28
Distinct (%)	< 0.1%
Missing	6378728
Missing (%)	91.1%
Memory size	53.4 MiB

hlt_atc5	48305
hlt_atc4	46083
hlgt_atc5	44660
hlt_atc3	42357
hlgt_atc4	39421
Other values (23)	400936

Length

Max length	9
Median length	8
Mean length	7.6795189
Min length	2

Characters and Unicode

Total characters	4774833
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	soc
2nd row	soc
3rd row	soc
4th row	soc
5th row	soc

Common Values

Value	Count	Frequency (%)
hlt_atc5	48305	0.7%
hlt_atc4	46083	0.7%
hlgt_atc5	44660	0.6%
hlt_atc3	42357	0.6%
hlgt_atc4	39421	0.6%
hlt_atc2	38824	0.6%
pt_atc4	34716	0.5%
pt_atc3	33661	0.5%
soc_atc5	33634	0.5%
hlgt_atc3	33007	0.5%
Other values (18)	227094	3.2%
(Missing)	6378728	91.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hlt_atc5	48305	7.8%
hlt_atc4	46083	7.4%
hlgt_atc5	44660	7.2%
hlt_atc3	42357	6.8%
hlgt_atc4	39421	6.3%
hlt_atc2	38824	6.2%
pt_atc4	34716	5.6%
pt_atc3	33661	5.4%
soc_atc5	33634	5.4%
hlgt_atc3	33007	5.3%
Other values (18)	227094	36.5%

Most occurring characters

Value	Count	Frequency (%)
t	1117990	23.4%
c	670820	14.0%
a	588243	12.3%
_	578805	12.1%
h	374415	7.8%
l	374415	7.8%
g	161416	3.4%
p	155332	3.3%
4	144860	3.0%
5	132031	2.8%
Other values (5)	476506	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4774833	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	1117990	23.4%
c	670820	14.0%
a	588243	12.3%
_	578805	12.1%
h	374415	7.8%
l	374415	7.8%
g	161416	3.4%
p	155332	3.3%
4	144860	3.0%
5	132031	2.8%
Other values (5)	476506	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4774833	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	1117990	23.4%
c	670820	14.0%
a	588243	12.3%
_	578805	12.1%
h	374415	7.8%
l	374415	7.8%
g	161416	3.4%
p	155332	3.3%
4	144860	3.0%
5	132031	2.8%
Other values (5)	476506	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4774833	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	1117990	23.4%
c	670820	14.0%
a	588243	12.3%
_	578805	12.1%
h	374415	7.8%
l	374415	7.8%
g	161416	3.4%
p	155332	3.3%
4	144860	3.0%
5	132031	2.8%
Other values (5)	476506	10.0%

atc_concept_name
Text

Missing

Distinct	2455
Distinct (%)	0.4%
Missing	6310612
Missing (%)	90.1%
Memory size	53.4 MiB

Length

Max length	92
Median length	62
Mean length	21.418575
Min length	3

Characters and Unicode

Total characters	14776204
Distinct characters	67
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	924 ?
Unique (%)	0.1%

Sample

1st row	nan
2nd row	nan
3rd row	nan
4th row	nan
5th row	nan

Value	Count	Frequency (%)
and	95141	5.7%
for	64180	3.9%
agents	63246	3.8%
other	48817	2.9%
use	44238	2.7%
nan	42957	2.6%
systemic	39690	2.4%
system	37181	2.2%
antineoplastic	28568	1.7%
drugs	23906	1.4%
Other values (1649)	1171844	70.6%

Most occurring characters

Value	Count	Frequency (%)
	969890	6.6%
A	798268	5.4%
S	789448	5.3%
T	770825	5.2%
I	729554	4.9%
E	668576	4.5%
i	641288	4.3%
N	634924	4.3%
e	594585	4.0%
n	563703	3.8%
Other values (57)	7615143	51.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14776204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	969890	6.6%
A	798268	5.4%
S	789448	5.3%
T	770825	5.2%
I	729554	4.9%
E	668576	4.5%
i	641288	4.3%
N	634924	4.3%
e	594585	4.0%
n	563703	3.8%
Other values (57)	7615143	51.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14776204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	969890	6.6%
A	798268	5.4%
S	789448	5.3%
T	770825	5.2%
I	729554	4.9%
E	668576	4.5%
i	641288	4.3%
N	634924	4.3%
e	594585	4.0%
n	563703	3.8%
Other values (57)	7615143	51.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14776204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	969890	6.6%
A	798268	5.4%
S	789448	5.3%
T	770825	5.2%
I	729554	4.9%
E	668576	4.5%
i	641288	4.3%
N	634924	4.3%
e	594585	4.0%
n	563703	3.8%
Other values (57)	7615143	51.5%

meddra_concept_name
Text

Missing

Distinct	10415
Distinct (%)	1.5%
Missing	6311700
Missing (%)	90.2%
Memory size	53.4 MiB

Length

Max length	92
Median length	66
Mean length	28.203089
Min length	3

Characters and Unicode

Total characters	19426006
Distinct characters	71
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	137 ?
Unique (%)	< 0.1%

Sample

1st row	Blood and lymphatic system disorders
2nd row	Cardiac disorders
3rd row	Congenital, familial and genetic disorders
4th row	Ear and labyrinth disorders
5th row	Endocrine disorders

Value	Count	Frequency (%)
and	207191	9.0%
disorders	187334	8.2%
nec	94150	4.1%
infections	37833	1.6%
conditions	30838	1.3%
system	28139	1.2%
vascular	26209	1.1%
congenital	25635	1.1%
tissue	23325	1.0%
excl	21037	0.9%
Other values (5977)	1611413	70.3%

Most occurring characters

Value	Count	Frequency (%)
i	1659702	8.5%
e	1636053	8.4%
	1604314	8.3%
s	1572497	8.1%
a	1480431	7.6%
n	1355050	7.0%
r	1338282	6.9%
o	1281780	6.6%
t	1112618	5.7%
d	949757	4.9%
Other values (61)	5435522	28.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19426006	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	1659702	8.5%
e	1636053	8.4%
	1604314	8.3%
s	1572497	8.1%
a	1480431	7.6%
n	1355050	7.0%
r	1338282	6.9%
o	1281780	6.6%
t	1112618	5.7%
d	949757	4.9%
Other values (61)	5435522	28.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19426006	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	1659702	8.5%
e	1636053	8.4%
	1604314	8.3%
s	1572497	8.1%
a	1480431	7.6%
n	1355050	7.0%
r	1338282	6.9%
o	1281780	6.6%
t	1112618	5.7%
d	949757	4.9%
Other values (61)	5435522	28.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19426006	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	1659702	8.5%
e	1636053	8.4%
	1604314	8.3%
s	1572497	8.1%
a	1480431	7.6%
n	1355050	7.0%
r	1338282	6.9%
o	1281780	6.6%
t	1112618	5.7%
d	949757	4.9%
Other values (61)	5435522	28.0%

atc_concept_class_id
Categorical

Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	6421685
Missing (%)	91.7%
Memory size	53.4 MiB

ATC4	142592
ATC5	126599
ATC3	123600
ATC2	108366
ATC1	77648

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	2315220
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ATC1
2nd row	ATC1
3rd row	ATC1
4th row	ATC1
5th row	ATC1

Common Values

Value	Count	Frequency (%)
ATC4	142592	2.0%
ATC5	126599	1.8%
ATC3	123600	1.8%
ATC2	108366	1.5%
ATC1	77648	1.1%
(Missing)	6421685	91.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
atc4	142592	24.6%
atc5	126599	21.9%
atc3	123600	21.4%
atc2	108366	18.7%
atc1	77648	13.4%

Most occurring characters

Value	Count	Frequency (%)
A	578805	25.0%
T	578805	25.0%
C	578805	25.0%
4	142592	6.2%
5	126599	5.5%
3	123600	5.3%
2	108366	4.7%
1	77648	3.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2315220	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	578805	25.0%
T	578805	25.0%
C	578805	25.0%
4	142592	6.2%
5	126599	5.5%
3	123600	5.3%
2	108366	4.7%
1	77648	3.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2315220	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	578805	25.0%
T	578805	25.0%
C	578805	25.0%
4	142592	6.2%
5	126599	5.5%
3	123600	5.3%
2	108366	4.7%
1	77648	3.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2315220	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	578805	25.0%
T	578805	25.0%
C	578805	25.0%
4	142592	6.2%
5	126599	5.5%
3	123600	5.3%
2	108366	4.7%
1	77648	3.4%

meddra_concept_class_id
Categorical

Missing

Distinct	9
Distinct (%)	< 0.1%
Missing	6378728
Missing (%)	91.1%
Memory size	53.4 MiB

HLT	212999
HLGT	161416
PT	155332
SOC	82577
ATC5	5432
Other values (4)	4006

Length

Max length	4
Median length	3
Mean length	3.0249645
Min length	2

Characters and Unicode

Total characters	1880808
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SOC
2nd row	SOC
3rd row	SOC
4th row	SOC
5th row	SOC

Common Values

Value	Count	Frequency (%)
HLT	212999	3.0%
HLGT	161416	2.3%
PT	155332	2.2%
SOC	82577	1.2%
ATC5	5432	0.1%
ATC4	2268	< 0.1%
ATC3	1110	< 0.1%
ATC2	530	< 0.1%
ATC1	98	< 0.1%
(Missing)	6378728	91.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
hlt	212999	34.3%
hlgt	161416	26.0%
pt	155332	25.0%
soc	82577	13.3%
atc5	5432	0.9%
atc4	2268	0.4%
atc3	1110	0.2%
atc2	530	0.1%
atc1	98	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
T	539185	28.7%
H	374415	19.9%
L	374415	19.9%
G	161416	8.6%
P	155332	8.3%
C	92015	4.9%
S	82577	4.4%
O	82577	4.4%
A	9438	0.5%
5	5432	0.3%
Other values (4)	4006	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1880808	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	539185	28.7%
H	374415	19.9%
L	374415	19.9%
G	161416	8.6%
P	155332	8.3%
C	92015	4.9%
S	82577	4.4%
O	82577	4.4%
A	9438	0.5%
5	5432	0.3%
Other values (4)	4006	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1880808	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	539185	28.7%
H	374415	19.9%
L	374415	19.9%
G	161416	8.6%
P	155332	8.3%
C	92015	4.9%
S	82577	4.4%
O	82577	4.4%
A	9438	0.5%
5	5432	0.3%
Other values (4)	4006	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1880808	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	539185	28.7%
H	374415	19.9%
L	374415	19.9%
G	161416	8.6%
P	155332	8.3%
C	92015	4.9%
S	82577	4.4%
O	82577	4.4%
A	9438	0.5%
5	5432	0.3%
Other values (4)	4006	0.2%

a
Real number (ℝ)

Missing Skewed

Distinct	376
Distinct (%)	0.1%
Missing	6378728
Missing (%)	91.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.1828208

Minimum	1
Maximum	1278
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	1278
Range	1277
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	10.96342
Coefficient of variation (CV)	5.0225928
Kurtosis	3383.6455
Mean	2.1828208
Median Absolute Deviation (MAD)	0
Skewness	48.919349
Sum	1357195
Variance	120.19657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	465118	6.6%
2	79067	1.1%
3	27516	0.4%
4	13993	0.2%
5	7861	0.1%
6	5364	0.1%
7	3693	0.1%
8	2800	< 0.1%
9	2225	< 0.1%
10	1672	< 0.1%
Other values (366)	12453	0.2%
(Missing)	6378728	91.1%

Value	Count	Frequency (%)
1	465118	6.6%
2	79067	1.1%
3	27516	0.4%
4	13993	0.2%
5	7861	0.1%
6	5364	0.1%
7	3693	0.1%
8	2800	< 0.1%
9	2225	< 0.1%
10	1672	< 0.1%

Value	Count	Frequency (%)
1278	1	< 0.1%
1256	1	< 0.1%
1117	1	< 0.1%
1025	1	< 0.1%
1000	2	< 0.1%
996	1	< 0.1%
987	1	< 0.1%
975	1	< 0.1%
961	1	< 0.1%
924	1	< 0.1%

b
Real number (ℝ)

Missing

Distinct	988
Distinct (%)	0.2%
Missing	6378728
Missing (%)	91.1%
Infinite	0
Infinite (%)	0.0%
Mean	5858.8967

Minimum	3503
Maximum	6792
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	3503
5-th percentile	4283
Q1	5373
median	6267
Q3	6521
95-th percentile	6792
Maximum	6792
Range	3289
Interquartile range (IQR)	1148

Descriptive statistics

Standard deviation	856.28301
Coefficient of variation (CV)	0.1461509
Kurtosis	-1.0372225
Mean	5858.8967
Median Absolute Deviation (MAD)	524
Skewness	-0.67791726
Sum	3.6428394 × 10⁹
Variance	733220.59
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6521	73479	1.0%
6792	73103	1.0%
6267	68719	1.0%
6332	67381	1.0%
5376	65952	0.9%
4784	60853	0.9%
4283	55634	0.8%
6791	13178	0.2%
6266	12787	0.2%
6520	12555	0.2%
Other values (978)	118121	1.7%
(Missing)	6378728	91.1%

Value	Count	Frequency (%)
3503	1	< 0.1%
3654	1	< 0.1%
3714	1	< 0.1%
3768	1	< 0.1%
3783	1	< 0.1%
3795	1	< 0.1%
3808	1	< 0.1%
3815	1	< 0.1%
3843	1	< 0.1%
3844	1	< 0.1%

Value	Count	Frequency (%)
6792	73103	1.0%
6791	13178	0.2%
6790	4563	0.1%
6789	2431	< 0.1%
6788	1356	< 0.1%
6787	918	< 0.1%
6786	649	< 0.1%
6785	496	< 0.1%
6784	366	< 0.1%
6783	304	< 0.1%

c
Real number (ℝ)

Missing Skewed Zeros

Distinct	607
Distinct (%)	0.1%
Missing	6378728
Missing (%)	91.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.9494839

Minimum	0
Maximum	2433
Zeros	383839
Zeros (%)	5.5%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	10
Maximum	2433
Range	2433
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	25.291387
Coefficient of variation (CV)	8.5748517
Kurtosis	2944.789
Mean	2.9494839
Median Absolute Deviation (MAD)	0
Skewness	46.180789
Sum	1833877
Variance	639.65425
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	383839	5.5%
1	86677	1.2%
2	42626	0.6%
3	24844	0.4%
4	16263	0.2%
5	11178	0.2%
6	8166	0.1%
7	6158	0.1%
8	4874	0.1%
9	3983	0.1%
Other values (597)	33154	0.5%
(Missing)	6378728	91.1%

Value	Count	Frequency (%)
0	383839	5.5%
1	86677	1.2%
2	42626	0.6%
3	24844	0.4%
4	16263	0.2%
5	11178	0.2%
6	8166	0.1%
7	6158	0.1%
8	4874	0.1%
9	3983	0.1%

Value	Count	Frequency (%)
2433	1	< 0.1%
2400	1	< 0.1%
2365	1	< 0.1%
2329	1	< 0.1%
2324	1	< 0.1%
2256	1	< 0.1%
2229	1	< 0.1%
2214	1	< 0.1%
2180	1	< 0.1%
2138	1	< 0.1%

d
Real number (ℝ)

Missing

Distinct	2283
Distinct (%)	0.4%
Missing	6378728
Missing (%)	91.1%
Infinite	0
Infinite (%)	0.0%
Mean	12110.258

Minimum	10675
Maximum	15154
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	10675
5-th percentile	11147
Q1	11340
median	11662
Q3	13017
95-th percentile	13472
Maximum	15154
Range	4479
Interquartile range (IQR)	1677

Descriptive statistics

Standard deviation	905.0035
Coefficient of variation (CV)	0.074730322
Kurtosis	0.0020492053
Mean	12110.258
Median Absolute Deviation (MAD)	514
Skewness	0.8714147
Sum	7.5296984 × 10⁹
Variance	819031.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11148	60824	0.9%
11340	60011	0.9%
11662	58852	0.8%
11577	55940	0.8%
12433	50641	0.7%
13019	46196	0.7%
13472	42456	0.6%
11147	13781	0.2%
11339	13318	0.2%
11576	12622	0.2%
Other values (2273)	207121	3.0%
(Missing)	6378728	91.1%

Value	Count	Frequency (%)
10675	1	< 0.1%
10687	1	< 0.1%
10770	1	< 0.1%
10843	1	< 0.1%
10900	1	< 0.1%
10901	1	< 0.1%
10902	1	< 0.1%
10913	1	< 0.1%
10917	1	< 0.1%
10925	2	< 0.1%

Value	Count	Frequency (%)
15154	154	< 0.1%
15153	1395	< 0.1%
15152	714	< 0.1%
15151	525	< 0.1%
15150	334	< 0.1%
15149	240	< 0.1%
15148	194	< 0.1%
15147	139	< 0.1%
15146	131	< 0.1%
15145	122	< 0.1%

lwr
Real number (ℝ)

Missing

Distinct	15006
Distinct (%)	2.4%
Missing	6378728
Missing (%)	91.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.13981449

Minimum	0.00134153
Maximum	21.657279
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0.00134153
5-th percentile	0.013911187
Q1	0.042079303
median	0.047706522
Q3	0.080633861
95-th percentile	0.59066964
Maximum	21.657279
Range	21.655937
Interquartile range (IQR)	0.038554557

Descriptive statistics

Standard deviation	0.27049641
Coefficient of variation (CV)	1.9346809
Kurtosis	234.72954
Mean	0.13981449
Median Absolute Deviation (MAD)	0.02205731
Skewness	8.3332671
Sum	86931.334
Variance	0.073168307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.04207930329	53570	0.8%
0.04458263212	53380	0.8%
0.04770652161	51138	0.7%
0.04687272307	48970	0.7%
0.05928846718	45906	0.7%
0.06976383139	42109	0.6%
0.08063386062	38623	0.6%
0.02090460533	9949	0.1%
0.02214827468	9732	0.1%
0.02328601866	9260	0.1%
Other values (14996)	259125	3.7%
(Missing)	6378728	91.1%

Value	Count	Frequency (%)
0.001341529984	2	< 0.1%
0.001377042144	1	< 0.1%
0.001386303225	1	< 0.1%
0.001416783902	1	< 0.1%
0.001421115887	1	< 0.1%
0.001434031858	1	< 0.1%
0.001520387968	1	< 0.1%
0.001530173917	1	< 0.1%
0.001540246981	1	< 0.1%
0.001567899446	1	< 0.1%

Value	Count	Frequency (%)
21.65727862	2	< 0.1%
13.87425078	2	< 0.1%
11.31111151	1	< 0.1%
10.72333579	1	< 0.1%
9.782325697	4	< 0.1%
9.057418938	1	< 0.1%
8.309549972	1	< 0.1%
7.689418325	1	< 0.1%
7.675235773	1	< 0.1%
7.57435195	3	< 0.1%

odds_ratio
Real number (ℝ)

Missing

Distinct	14807
Distinct (%)	6.2%
Missing	6762567
Missing (%)	96.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.9091598

Minimum	0.054568098
Maximum	67.490004
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0.054568098
5-th percentile	0.36552637
Q1	0.86805772
median	1.6410821
Q3	2.3124051
95-th percentile	5.2176204
Maximum	67.490004
Range	67.435436
Interquartile range (IQR)	1.4443474

Descriptive statistics

Standard deviation	1.7351204
Coefficient of variation (CV)	0.90883979
Kurtosis	39.608329
Mean	1.9091598
Median Absolute Deviation (MAD)	0.77174846
Skewness	3.9942356
Sum	454233.03
Variance	3.0106429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.64108209	9949	0.1%
1.738701245	9732	0.1%
1.828006996	9260	0.1%
2.312405113	8781	0.1%
1.860701112	8536	0.1%
2.720975481	7659	0.1%
3.14502416	6616	0.1%
1.156131878	3757	0.1%
0.8693336331	3677	0.1%
0.8205592596	3528	0.1%
Other values (14797)	166428	2.4%
(Missing)	6762567	96.6%

Value	Count	Frequency (%)
0.05456809791	2	< 0.1%
0.05533288192	1	< 0.1%
0.05623415523	1	< 0.1%
0.05733603857	1	< 0.1%
0.05781733035	1	< 0.1%
0.05847617725	1	< 0.1%
0.06164440307	1	< 0.1%
0.0617468172	1	< 0.1%
0.06298545453	1	< 0.1%
0.06374354861	1	< 0.1%

Value	Count	Frequency (%)
67.49000404	1	< 0.1%
42.55681534	1	< 0.1%
42.14805892	1	< 0.1%
39.32585759	1	< 0.1%
39.00186398	1	< 0.1%
38.3726715	4	< 0.1%
34.06995123	1	< 0.1%
33.75510211	1	< 0.1%
32.72349883	1	< 0.1%
31.51351638	2	< 0.1%

upr
Real number (ℝ)

Missing

Distinct	14807
Distinct (%)	6.2%
Missing	6762567
Missing (%)	96.6%
Infinite	0
Infinite (%)	0.0%
Mean	80.693309

Minimum	0.25019618
Maximum	2762.9908
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0.25019618
5-th percentile	1.5377134
Q1	5.1828331
median	17.880295
Q3	143.35945
95-th percentile	272.46588
Maximum	2762.9908
Range	2762.7406
Interquartile range (IQR)	138.17662

Descriptive statistics

Standard deviation	105.87483
Coefficient of variation (CV)	1.3120645
Kurtosis	9.0860545
Mean	80.693309
Median Absolute Deviation (MAD)	15.583414
Skewness	1.9677921
Sum	19198794
Variance	11209.479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
128.7133343	9949	0.1%
136.3626593	9732	0.1%
143.3594517	9260	0.1%
181.279412	8781	0.1%
145.9067123	8536	0.1%
213.2548254	7659	0.1%
246.4172615	6616	0.1%
22.21640539	3757	0.1%
16.70275849	3677	0.1%
15.76484814	3528	0.1%
Other values (14797)	166428	2.4%
(Missing)	6762567	96.6%

Value	Count	Frequency (%)
0.2501961769	1	< 0.1%
0.2751686898	1	< 0.1%
0.2920582145	1	< 0.1%
0.3075935421	1	< 0.1%
0.3083758884	1	< 0.1%
0.311709364	1	< 0.1%
0.3151973965	1	< 0.1%
0.3178243271	1	< 0.1%
0.3213858444	1	< 0.1%
0.321828071	1	< 0.1%

Value	Count	Frequency (%)
2762.9908	1	< 0.1%
1802.461975	1	< 0.1%
1732.307922	1	< 0.1%
1664.52855	1	< 0.1%
1642.197459	1	< 0.1%
1571.938528	4	< 0.1%
1442.508241	1	< 0.1%
1437.77005	1	< 0.1%
1389.395936	1	< 0.1%
1358.36701	2	< 0.1%

pvalue
Real number (ℝ)

Missing

Distinct	13942
Distinct (%)	2.2%
Missing	6378728
Missing (%)	91.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.43273837

Minimum	5.8866777 × 10^-87
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	5.8866777 × 10^-87
5-th percentile	0.072220807
Q1	0.26875983
median	0.35360134
Q3	0.46529885
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.19653902

Descriptive statistics

Standard deviation	0.28001915
Coefficient of variation (CV)	0.64708649
Kurtosis	0.078877221
Mean	0.43273837
Median Absolute Deviation (MAD)	0.084841511
Skewness	1.0632428
Sum	269060.27
Variance	0.078410725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	98602	1.4%
0.3786299537	53570	0.8%
0.3651326839	53380	0.8%
0.3495817066	51138	0.7%
0.35360134	48970	0.7%
0.3019090399	45906	0.7%
0.2687598293	42109	0.6%
0.2412705564	38623	0.6%
0.5126808458	8781	0.1%
0.4652988517	7659	0.1%
Other values (13932)	173024	2.5%
(Missing)	6378728	91.1%

Value	Count	Frequency (%)
5.886677744 × 10^-87	1	< 0.1%
3.108247758 × 10^-51	1	< 0.1%
9.940723947 × 10^-40	1	< 0.1%
8.709728709 × 10^-29	1	< 0.1%
4.53904082 × 10^-26	1	< 0.1%
3.485339269 × 10^-25	1	< 0.1%
2.514910737 × 10^-22	1	< 0.1%
3.691974821 × 10^-21	1	< 0.1%
1.039725295 × 10^-20	1	< 0.1%
6.220832436 × 10^-20	1	< 0.1%

Value	Count	Frequency (%)
1	98602	1.4%
0.9673017561	1	< 0.1%
0.9609244748	1	< 0.1%
0.957249295	1	< 0.1%
0.9520740118	1	< 0.1%
0.9489849933	1	< 0.1%
0.9477859839	1	< 0.1%
0.9466495942	1	< 0.1%
0.9453009213	1	< 0.1%
0.9448824863	1	< 0.1%

fdr
Real number (ℝ)

Missing

Distinct	5179
Distinct (%)	0.6%
Missing	6184674
Missing (%)	88.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.60546731

Minimum	6.373506 × 10^-83
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	6.373506 × 10^-83
5-th percentile	7.9748308 × 10^-10
Q1	0.69389984
median	0.69389984
Q3	0.69389984
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.32183137
Coefficient of variation (CV)	0.53154212
Kurtosis	-0.29720366
Mean	0.60546731
Median Absolute Deviation (MAD)	0
Skewness	-0.95189962
Sum	493949.92
Variance	0.10357543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6938998431	434281	6.2%
1	110645	1.6%
0.8170273935	10111	0.1%
0.7838479333	8608	0.1%
0.751372918	7286	0.1%
0.8719330968	5806	0.1%
0.9755106201	2461	< 0.1%
0.9297289142	2204	< 0.1%
5.240879432 × 10^-8	2167	< 0.1%
0.8829791563	2130	< 0.1%
Other values (5169)	230117	3.3%
(Missing)	6184674	88.3%

Value	Count	Frequency (%)
6.373505994 × 10^-83	1	< 0.1%
2.234559099 × 10^-47	1	< 0.1%
5.689899432 × 10^-36	1	< 0.1%
3.143341091 × 10^-25	1	< 0.1%
1.411407675 × 10^-22	1	< 0.1%
1.040554407 × 10^-21	1	< 0.1%
6.384186158 × 10^-19	1	< 0.1%
8.038984721 × 10^-19	197	< 0.1%
1.691303207 × 10^-18	197	< 0.1%
2.64633239 × 10^-18	197	< 0.1%

Value	Count	Frequency (%)
1	110645	1.6%
0.9999064712	12	< 0.1%
0.9998377323	1	< 0.1%
0.999628494	1	< 0.1%
0.9987463441	12	< 0.1%
0.9986199302	2	< 0.1%
0.9984328232	1	< 0.1%
0.9979517332	1	< 0.1%
0.9973352938	1	< 0.1%
0.9973306005	1	< 0.1%

null_99
Categorical

Missing Uniform

Distinct	7
Distinct (%)	100.0%
Missing	7000483
Missing (%)	> 99.9%
Memory size	53.4 MiB

2.6549017076639285	1
2.342474084282697	1
2.384844260845914	1
2.6989566909507974	1
3.2279419146896537	1
Other values (2)	2

Length

Max length	18
Median length	17
Mean length	17.428571
Min length	17

Characters and Unicode

Total characters	122
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	100.0%

Sample

1st row	2.6549017076639285
2nd row	2.342474084282697
3rd row	2.384844260845914
4th row	2.6989566909507974
5th row	3.2279419146896537

Common Values

Value	Count	Frequency (%)
2.6549017076639285	1	< 0.1%
2.342474084282697	1	< 0.1%
2.384844260845914	1	< 0.1%
2.6989566909507974	1	< 0.1%
3.2279419146896537	1	< 0.1%
3.807943590739353	1	< 0.1%
4.397453705122039	1	< 0.1%
(Missing)	7000483	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.6549017076639285	1	14.3%
2.342474084282697	1	14.3%
2.384844260845914	1	14.3%
2.6989566909507974	1	14.3%
3.2279419146896537	1	14.3%
3.807943590739353	1	14.3%
4.397453705122039	1	14.3%

Most occurring characters

Value	Count	Frequency (%)
9	17	13.9%
4	16	13.1%
2	13	10.7%
3	13	10.7%
7	12	9.8%
0	10	8.2%
6	10	8.2%
5	10	8.2%
8	9	7.4%
.	7	5.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	122	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	17	13.9%
4	16	13.1%
2	13	10.7%
3	13	10.7%
7	12	9.8%
0	10	8.2%
6	10	8.2%
5	10	8.2%
8	9	7.4%
.	7	5.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	122	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	17	13.9%
4	16	13.1%
2	13	10.7%
3	13	10.7%
7	12	9.8%
0	10	8.2%
6	10	8.2%
5	10	8.2%
8	9	7.4%
.	7	5.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	122	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	17	13.9%
4	16	13.1%
2	13	10.7%
3	13	10.7%
7	12	9.8%
0	10	8.2%
6	10	8.2%
5	10	8.2%
8	9	7.4%
.	7	5.7%

safetyreportid
Text

Missing

Distinct	264444
Distinct (%)	11.4%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

Length

Max length	9
Median length	8
Mean length	8.1550819
Min length	7

Characters and Unicode

Total characters	18971844
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	44773 ?
Unique (%)	1.9%

Sample

1st row	10003357
2nd row	10003357
3rd row	10003357
4th row	10003357
5th row	10003357

Value	Count	Frequency (%)
15997294	3696	0.2%
15759495	2112	0.1%
15333886	2112	0.1%
16008869	2058	0.1%
15614390	1920	0.1%
8439111-2	1700	0.1%
14539518	1518	0.1%
5528013-7	1271	0.1%
10487906	1260	0.1%
15954362	1222	0.1%
Other values (264434)	2307514	99.2%

Most occurring characters

Value	Count	Frequency (%)
1	2990474	15.8%
5	1869073	9.9%
4	1803500	9.5%
3	1693078	8.9%
9	1691331	8.9%
2	1678102	8.8%
0	1664041	8.8%
8	1631391	8.6%
7	1625053	8.6%
6	1601195	8.4%
Other values (2)	724606	3.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18971844	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	2990474	15.8%
5	1869073	9.9%
4	1803500	9.5%
3	1693078	8.9%
9	1691331	8.9%
2	1678102	8.8%
0	1664041	8.8%
8	1631391	8.6%
7	1625053	8.6%
6	1601195	8.4%
Other values (2)	724606	3.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18971844	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	2990474	15.8%
5	1869073	9.9%
4	1803500	9.5%
3	1693078	8.9%
9	1691331	8.9%
2	1678102	8.8%
0	1664041	8.8%
8	1631391	8.6%
7	1625053	8.6%
6	1601195	8.4%
Other values (2)	724606	3.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18971844	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	2990474	15.8%
5	1869073	9.9%
4	1803500	9.5%
3	1693078	8.9%
9	1691331	8.9%
2	1678102	8.8%
0	1664041	8.8%
8	1631391	8.6%
7	1625053	8.6%
6	1601195	8.4%
Other values (2)	724606	3.8%

sex
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

Female	1235999
Male	1090384

Length

Max length	6
Median length	6
Mean length	5.0625929
Min length	4

Characters and Unicode

Total characters	11777530
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Male
2nd row	Male
3rd row	Male
4th row	Male
5th row	Male

Common Values

Value	Count	Frequency (%)
Female	1235999	17.7%
Male	1090384	15.6%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
female	1235999	53.1%
male	1090384	46.9%

Most occurring characters

Value	Count	Frequency (%)
e	3562382	30.2%
a	2326383	19.8%
l	2326383	19.8%
F	1235999	10.5%
m	1235999	10.5%
M	1090384	9.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11777530	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	3562382	30.2%
a	2326383	19.8%
l	2326383	19.8%
F	1235999	10.5%
m	1235999	10.5%
M	1090384	9.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11777530	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	3562382	30.2%
a	2326383	19.8%
l	2326383	19.8%
F	1235999	10.5%
m	1235999	10.5%
M	1090384	9.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11777530	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	3562382	30.2%
a	2326383	19.8%
l	2326383	19.8%
F	1235999	10.5%
m	1235999	10.5%
M	1090384	9.3%

reporter_qualification
Categorical

Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

Physician	782542
Other health professional	716161
Consumer or non-health professional	685768
Pharmacist	104806
Lawyer	37106

Length

Max length	35
Median length	25
Mean length	21.586935
Min length	6

Characters and Unicode

Total characters	50219479
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Other health professional
2nd row	Other health professional
3rd row	Other health professional
4th row	Other health professional
5th row	Other health professional

Common Values

Value	Count	Frequency (%)
Physician	782542	11.2%
Other health professional	716161	10.2%
Consumer or non-health professional	685768	9.8%
Pharmacist	104806	1.5%
Lawyer	37106	0.5%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
professional	1401929	24.1%
physician	782542	13.5%
other	716161	12.3%
health	716161	12.3%
consumer	685768	11.8%
or	685768	11.8%
non-health	685768	11.8%
pharmacist	104806	1.8%
lawyer	37106	0.6%

Most occurring characters

Value	Count	Frequency (%)
o	4861162	9.7%
h	4407367	8.8%
s	4376974	8.7%
e	4242893	8.4%
n	4241775	8.4%
a	3833118	7.6%
r	3631538	7.2%
	3489626	6.9%
i	3071819	6.1%
l	2803858	5.6%
Other values (13)	11259349	22.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50219479	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	4861162	9.7%
h	4407367	8.8%
s	4376974	8.7%
e	4242893	8.4%
n	4241775	8.4%
a	3833118	7.6%
r	3631538	7.2%
	3489626	6.9%
i	3071819	6.1%
l	2803858	5.6%
Other values (13)	11259349	22.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50219479	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	4861162	9.7%
h	4407367	8.8%
s	4376974	8.7%
e	4242893	8.4%
n	4241775	8.4%
a	3833118	7.6%
r	3631538	7.2%
	3489626	6.9%
i	3071819	6.1%
l	2803858	5.6%
Other values (13)	11259349	22.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50219479	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	4861162	9.7%
h	4407367	8.8%
s	4376974	8.7%
e	4242893	8.4%
n	4241775	8.4%
a	3833118	7.6%
r	3631538	7.2%
	3489626	6.9%
i	3071819	6.1%
l	2803858	5.6%
Other values (13)	11259349	22.4%

receive_date
Date

Missing

Distinct	4770
Distinct (%)	0.2%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

Minimum	1994-02-02 00:00:00
Maximum	2019-03-31 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

XA
Real number (ℝ)

Missing Zeros

Distinct	12
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.65569642

Minimum	0
Maximum	11
Zeros	1621810
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3875397
Coefficient of variation (CV)	2.1161313
Kurtosis	13.272512
Mean	0.65569642
Median Absolute Deviation (MAD)	0
Skewness	3.2488564
Sum	1525401
Variance	1.9252664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	1621810	23.2%
1	353477	5.0%
2	162982	2.3%
3	76611	1.1%
4	47470	0.7%
5	21878	0.3%
6	14480	0.2%
7	11448	0.2%
10	6596	0.1%
9	5156	0.1%
Other values (2)	4475	0.1%
(Missing)	4674107	66.8%

Value	Count	Frequency (%)
0	1621810	23.2%
1	353477	5.0%
2	162982	2.3%
3	76611	1.1%
4	47470	0.7%
5	21878	0.3%
6	14480	0.2%
7	11448	0.2%
8	3916	0.1%
9	5156	0.1%

Value	Count	Frequency (%)
11	559	< 0.1%
10	6596	0.1%
9	5156	0.1%
8	3916	0.1%
7	11448	0.2%
6	14480	0.2%
5	21878	0.3%
4	47470	0.7%
3	76611	1.1%
2	162982	2.3%

XB
Categorical

Imbalance Missing

Distinct	6
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	2057225
1.0	212455
2.0	44962
4.0	7694
3.0	4012

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2057225	29.4%
1.0	212455	3.0%
2.0	44962	0.6%
4.0	7694	0.1%
3.0	4012	0.1%
5.0	35	< 0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2057225	88.4%
1.0	212455	9.1%
2.0	44962	1.9%
4.0	7694	0.3%
3.0	4012	0.2%
5.0	35	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4383608	62.8%
.	2326383	33.3%
1	212455	3.0%
2	44962	0.6%
4	7694	0.1%
3	4012	0.1%
5	35	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4383608	62.8%
.	2326383	33.3%
1	212455	3.0%
2	44962	0.6%
4	7694	0.1%
3	4012	0.1%
5	35	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4383608	62.8%
.	2326383	33.3%
1	212455	3.0%
2	44962	0.6%
4	7694	0.1%
3	4012	0.1%
5	35	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4383608	62.8%
.	2326383	33.3%
1	212455	3.0%
2	44962	0.6%
4	7694	0.1%
3	4012	0.1%
5	35	< 0.1%

XC
Real number (ℝ)

Missing Zeros

Distinct	11
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.31425522

Minimum	0
Maximum	10
Zeros	1931835
Zeros (%)	27.6%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.88681187
Coefficient of variation (CV)	2.821948
Kurtosis	24.397496
Mean	0.31425522
Median Absolute Deviation (MAD)	0
Skewness	4.2289174
Sum	731078
Variance	0.7864353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	1931835	27.6%
1	221139	3.2%
2	92689	1.3%
3	37441	0.5%
4	25176	0.4%
5	7811	0.1%
6	5485	0.1%
7	2455	< 0.1%
10	1700	< 0.1%
8	484	< 0.1%
(Missing)	4674107	66.8%

Value	Count	Frequency (%)
0	1931835	27.6%
1	221139	3.2%
2	92689	1.3%
3	37441	0.5%
4	25176	0.4%
5	7811	0.1%
6	5485	0.1%
7	2455	< 0.1%
8	484	< 0.1%
9	168	< 0.1%

Value	Count	Frequency (%)
10	1700	< 0.1%
9	168	< 0.1%
8	484	< 0.1%
7	2455	< 0.1%
6	5485	0.1%
5	7811	0.1%
4	25176	0.4%
3	37441	0.5%
2	92689	1.3%
1	221139	3.2%

XD
Categorical

Imbalance Missing

Distinct	7
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	1851235
1.0	410125
2.0	48958
3.0	12473
4.0	2176
Other values (2)	1416

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1851235	26.4%
1.0	410125	5.9%
2.0	48958	0.7%
3.0	12473	0.2%
4.0	2176	< 0.1%
5.0	1251	< 0.1%
6.0	165	< 0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1851235	79.6%
1.0	410125	17.6%
2.0	48958	2.1%
3.0	12473	0.5%
4.0	2176	0.1%
5.0	1251	0.1%
6.0	165	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4177618	59.9%
.	2326383	33.3%
1	410125	5.9%
2	48958	0.7%
3	12473	0.2%
4	2176	< 0.1%
5	1251	< 0.1%
6	165	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4177618	59.9%
.	2326383	33.3%
1	410125	5.9%
2	48958	0.7%
3	12473	0.2%
4	2176	< 0.1%
5	1251	< 0.1%
6	165	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4177618	59.9%
.	2326383	33.3%
1	410125	5.9%
2	48958	0.7%
3	12473	0.2%
4	2176	< 0.1%
5	1251	< 0.1%
6	165	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4177618	59.9%
.	2326383	33.3%
1	410125	5.9%
2	48958	0.7%
3	12473	0.2%
4	2176	< 0.1%
5	1251	< 0.1%
6	165	< 0.1%

XG
Categorical

Imbalance Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	2093389
1.0	215437
2.0	16416
3.0	641
5.0	500

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2093389	29.9%
1.0	215437	3.1%
2.0	16416	0.2%
3.0	641	< 0.1%
5.0	500	< 0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2093389	90.0%
1.0	215437	9.3%
2.0	16416	0.7%
3.0	641	< 0.1%
5.0	500	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4419772	63.3%
.	2326383	33.3%
1	215437	3.1%
2	16416	0.2%
3	641	< 0.1%
5	500	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4419772	63.3%
.	2326383	33.3%
1	215437	3.1%
2	16416	0.2%
3	641	< 0.1%
5	500	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4419772	63.3%
.	2326383	33.3%
1	215437	3.1%
2	16416	0.2%
3	641	< 0.1%
5	500	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4419772	63.3%
.	2326383	33.3%
1	215437	3.1%
2	16416	0.2%
3	641	< 0.1%
5	500	< 0.1%

XH
Categorical

Imbalance Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	1708771
1.0	459754
2.0	124040
3.0	27853
4.0	5965

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	1708771	24.4%
1.0	459754	6.6%
2.0	124040	1.8%
3.0	27853	0.4%
4.0	5965	0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1708771	73.5%
1.0	459754	19.8%
2.0	124040	5.3%
3.0	27853	1.2%
4.0	5965	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	4035154	57.8%
.	2326383	33.3%
1	459754	6.6%
2	124040	1.8%
3	27853	0.4%
4	5965	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4035154	57.8%
.	2326383	33.3%
1	459754	6.6%
2	124040	1.8%
3	27853	0.4%
4	5965	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4035154	57.8%
.	2326383	33.3%
1	459754	6.6%
2	124040	1.8%
3	27853	0.4%
4	5965	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4035154	57.8%
.	2326383	33.3%
1	459754	6.6%
2	124040	1.8%
3	27853	0.4%
4	5965	0.1%

XJ
Real number (ℝ)

Missing Zeros

Distinct	14
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.4788846

Minimum	0
Maximum	13
Zeros	1775841
Zeros (%)	25.4%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1490155
Coefficient of variation (CV)	2.3993577
Kurtosis	17.782648
Mean	0.4788846
Median Absolute Deviation (MAD)	0
Skewness	3.6609975
Sum	1114069
Variance	1.3202365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	1775841	25.4%
1	290231	4.1%
2	125571	1.8%
3	62237	0.9%
4	31745	0.5%
5	14973	0.2%
7	10493	0.1%
6	10021	0.1%
8	1678	< 0.1%
11	1448	< 0.1%
Other values (4)	2145	< 0.1%
(Missing)	4674107	66.8%

Value	Count	Frequency (%)
0	1775841	25.4%
1	290231	4.1%
2	125571	1.8%
3	62237	0.9%
4	31745	0.5%
5	14973	0.2%
6	10021	0.1%
7	10493	0.1%
8	1678	< 0.1%
9	1001	< 0.1%

Value	Count	Frequency (%)
13	78	< 0.1%
12	264	< 0.1%
11	1448	< 0.1%
10	802	< 0.1%
9	1001	< 0.1%
8	1678	< 0.1%
7	10493	0.1%
6	10021	0.1%
5	14973	0.2%
4	31745	0.5%

XL
Real number (ℝ)

Missing Zeros

Distinct	13
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.94838726

Minimum	0
Maximum	12
Zeros	1426884
Zeros (%)	20.4%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6191105
Coefficient of variation (CV)	1.707225
Kurtosis	4.8838488
Mean	0.94838726
Median Absolute Deviation (MAD)	0
Skewness	2.1625039
Sum	2206312
Variance	2.6215187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	1426884	20.4%
1	362830	5.2%
2	214569	3.1%
3	122483	1.7%
4	79939	1.1%
5	51489	0.7%
7	27435	0.4%
6	27415	0.4%
8	9447	0.1%
9	2107	< 0.1%
Other values (3)	1785	< 0.1%
(Missing)	4674107	66.8%

Value	Count	Frequency (%)
0	1426884	20.4%
1	362830	5.2%
2	214569	3.1%
3	122483	1.7%
4	79939	1.1%
5	51489	0.7%
6	27415	0.4%
7	27435	0.4%
8	9447	0.1%
9	2107	< 0.1%

Value	Count	Frequency (%)
12	95	< 0.1%
11	580	< 0.1%
10	1110	< 0.1%
9	2107	< 0.1%
8	9447	0.1%
7	27435	0.4%
6	27415	0.4%
5	51489	0.7%
4	79939	1.1%
3	122483	1.7%

XM
Categorical

Imbalance Missing

Distinct	6
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	1984186
1.0	289738
2.0	41954
3.0	9321
4.0	750

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1984186	28.3%
1.0	289738	4.1%
2.0	41954	0.6%
3.0	9321	0.1%
4.0	750	< 0.1%
5.0	434	< 0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1984186	85.3%
1.0	289738	12.5%
2.0	41954	1.8%
3.0	9321	0.4%
4.0	750	< 0.1%
5.0	434	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4310569	61.8%
.	2326383	33.3%
1	289738	4.2%
2	41954	0.6%
3	9321	0.1%
4	750	< 0.1%
5	434	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4310569	61.8%
.	2326383	33.3%
1	289738	4.2%
2	41954	0.6%
3	9321	0.1%
4	750	< 0.1%
5	434	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4310569	61.8%
.	2326383	33.3%
1	289738	4.2%
2	41954	0.6%
3	9321	0.1%
4	750	< 0.1%
5	434	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4310569	61.8%
.	2326383	33.3%
1	289738	4.2%
2	41954	0.6%
3	9321	0.1%
4	750	< 0.1%
5	434	< 0.1%

XN
Real number (ℝ)

Missing Zeros

Distinct	19
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.183239

Minimum	0
Maximum	18
Zeros	1263277
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	18
Range	18
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9163878
Coefficient of variation (CV)	1.6196118
Kurtosis	10.943332
Mean	1.183239
Median Absolute Deviation (MAD)	0
Skewness	2.7071917
Sum	2752667
Variance	3.6725422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	1263277	18.0%
1	396920	5.7%
2	278106	4.0%
3	155760	2.2%
4	89910	1.3%
5	54744	0.8%
6	29638	0.4%
8	15884	0.2%
7	15769	0.2%
9	14466	0.2%
Other values (9)	11909	0.2%
(Missing)	4674107	66.8%

Value	Count	Frequency (%)
0	1263277	18.0%
1	396920	5.7%
2	278106	4.0%
3	155760	2.2%
4	89910	1.3%
5	54744	0.8%
6	29638	0.4%
7	15769	0.2%
8	15884	0.2%
9	14466	0.2%

Value	Count	Frequency (%)
18	230	< 0.1%
17	2154	< 0.1%
16	182	< 0.1%
15	543	< 0.1%
14	679	< 0.1%
13	2091	< 0.1%
12	1167	< 0.1%
11	2280	< 0.1%
10	2583	< 0.1%
9	14466	0.2%

XP
Categorical

Imbalance Missing

Distinct	3
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	2229563
1.0	94902
2.0	1918

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2229563	31.8%
1.0	94902	1.4%
2.0	1918	< 0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2229563	95.8%
1.0	94902	4.1%
2.0	1918	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4555946	65.3%
.	2326383	33.3%
1	94902	1.4%
2	1918	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4555946	65.3%
.	2326383	33.3%
1	94902	1.4%
2	1918	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4555946	65.3%
.	2326383	33.3%
1	94902	1.4%
2	1918	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4555946	65.3%
.	2326383	33.3%
1	94902	1.4%
2	1918	< 0.1%

XR
Categorical

Imbalance Missing

Distinct	10
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	1854131
1.0	286792
2.0	114389
3.0	39061
4.0	23978
Other values (5)	8032

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1854131	26.5%
1.0	286792	4.1%
2.0	114389	1.6%
3.0	39061	0.6%
4.0	23978	0.3%
5.0	6004	0.1%
6.0	1329	< 0.1%
7.0	406	< 0.1%
9.0	199	< 0.1%
8.0	94	< 0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1854131	79.7%
1.0	286792	12.3%
2.0	114389	4.9%
3.0	39061	1.7%
4.0	23978	1.0%
5.0	6004	0.3%
6.0	1329	0.1%
7.0	406	< 0.1%
9.0	199	< 0.1%
8.0	94	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4180514	59.9%
.	2326383	33.3%
1	286792	4.1%
2	114389	1.6%
3	39061	0.6%
4	23978	0.3%
5	6004	0.1%
6	1329	< 0.1%
7	406	< 0.1%
9	199	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4180514	59.9%
.	2326383	33.3%
1	286792	4.1%
2	114389	1.6%
3	39061	0.6%
4	23978	0.3%
5	6004	0.1%
6	1329	< 0.1%
7	406	< 0.1%
9	199	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4180514	59.9%
.	2326383	33.3%
1	286792	4.1%
2	114389	1.6%
3	39061	0.6%
4	23978	0.3%
5	6004	0.1%
6	1329	< 0.1%
7	406	< 0.1%
9	199	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4180514	59.9%
.	2326383	33.3%
1	286792	4.1%
2	114389	1.6%
3	39061	0.6%
4	23978	0.3%
5	6004	0.1%
6	1329	< 0.1%
7	406	< 0.1%
9	199	< 0.1%

XS
Categorical

Imbalance Missing

Distinct	6
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	2265241
1.0	56154
2.0	4098
3.0	554
4.0	210

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2265241	32.4%
1.0	56154	0.8%
2.0	4098	0.1%
3.0	554	< 0.1%
4.0	210	< 0.1%
5.0	126	< 0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2265241	97.4%
1.0	56154	2.4%
2.0	4098	0.2%
3.0	554	< 0.1%
4.0	210	< 0.1%
5.0	126	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4591624	65.8%
.	2326383	33.3%
1	56154	0.8%
2	4098	0.1%
3	554	< 0.1%
4	210	< 0.1%
5	126	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4591624	65.8%
.	2326383	33.3%
1	56154	0.8%
2	4098	0.1%
3	554	< 0.1%
4	210	< 0.1%
5	126	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4591624	65.8%
.	2326383	33.3%
1	56154	0.8%
2	4098	0.1%
3	554	< 0.1%
4	210	< 0.1%
5	126	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4591624	65.8%
.	2326383	33.3%
1	56154	0.8%
2	4098	0.1%
3	554	< 0.1%
4	210	< 0.1%
5	126	< 0.1%

XV
Categorical

Imbalance Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Memory size	53.4 MiB

0.0	2250558
1.0	67586
2.0	7430
3.0	809

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6979149
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2250558	32.1%
1.0	67586	1.0%
2.0	7430	0.1%
3.0	809	< 0.1%
(Missing)	4674107	66.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2250558	96.7%
1.0	67586	2.9%
2.0	7430	0.3%
3.0	809	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4576941	65.6%
.	2326383	33.3%
1	67586	1.0%
2	7430	0.1%
3	809	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4576941	65.6%
.	2326383	33.3%
1	67586	1.0%
2	7430	0.1%
3	809	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4576941	65.6%
.	2326383	33.3%
1	67586	1.0%
2	7430	0.1%
3	809	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6979149	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4576941	65.6%
.	2326383	33.3%
1	67586	1.0%
2	7430	0.1%
3	809	< 0.1%

polypharmacy
Real number (ℝ)

Missing

Distinct	49
Distinct (%)	< 0.1%
Missing	4674107
Missing (%)	66.8%
Infinite	0
Infinite (%)	0.0%
Mean	5.6192979

Minimum	1
Maximum	64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	7
95-th percentile	16
Maximum	64
Range	63
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	6.1094532
Coefficient of variation (CV)	1.0872272
Kurtosis	18.941564
Mean	5.6192979
Median Absolute Deviation (MAD)	2
Skewness	3.5236648
Sum	13072639
Variance	37.325419
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1	411627	5.9%
2	365244	5.2%
3	301086	4.3%
4	248700	3.6%
5	195340	2.8%
6	160134	2.3%
7	120414	1.7%
8	98368	1.4%
9	72585	1.0%
10	57060	0.8%
Other values (39)	295825	4.2%
(Missing)	4674107	66.8%

Value	Count	Frequency (%)
1	411627	5.9%
2	365244	5.2%
3	301086	4.3%
4	248700	3.6%
5	195340	2.8%
6	160134	2.3%
7	120414	1.7%
8	98368	1.4%
9	72585	1.0%
10	57060	0.8%

Value	Count	Frequency (%)
64	2112	< 0.1%
53	106	< 0.1%
51	663	< 0.1%
48	432	< 0.1%
47	1034	< 0.1%
46	1012	< 0.1%
45	135	< 0.1%
44	6424	0.1%
43	86	< 0.1%
42	3066	< 0.1%

atc1_concept_name
Categorical

Missing

Distinct	14
Distinct (%)	1.3%
Missing	6999412
Missing (%)	> 99.9%
Memory size	53.4 MiB

NERVOUS SYSTEM	175
ANTINEOPLASTIC AND IMMUNOMODULATING AGENTS	153
ALIMENTARY TRACT AND METABOLISM	124
CARDIOVASCULAR SYSTEM	124
ANTIINFECTIVES FOR SYSTEMIC USE	114
Other values (9)	388

Length

Max length	63
Median length	42
Mean length	26.976809
Min length	7

Characters and Unicode

Total characters	29081
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ALIMENTARY TRACT AND METABOLISM
2nd row	BLOOD AND BLOOD FORMING ORGANS
3rd row	CARDIOVASCULAR SYSTEM
4th row	DERMATOLOGICALS
5th row	GENITO URINARY SYSTEM AND SEX HORMONES

Common Values

Value	Count	Frequency (%)
NERVOUS SYSTEM	175	< 0.1%
ANTINEOPLASTIC AND IMMUNOMODULATING AGENTS	153	< 0.1%
ALIMENTARY TRACT AND METABOLISM	124	< 0.1%
CARDIOVASCULAR SYSTEM	124	< 0.1%
ANTIINFECTIVES FOR SYSTEMIC USE	114	< 0.1%
DERMATOLOGICALS	67	< 0.1%
GENITO URINARY SYSTEM AND SEX HORMONES	52	< 0.1%
BLOOD AND BLOOD FORMING ORGANS	50	< 0.1%
RESPIRATORY SYSTEM	49	< 0.1%
SENSORY ORGANS	46	< 0.1%
Other values (4)	124	< 0.1%
(Missing)	6999412	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
system	445	12.9%
and	430	12.5%
nervous	175	5.1%
antineoplastic	153	4.4%
immunomodulating	153	4.4%
agents	153	4.4%
systemic	146	4.2%
alimentary	124	3.6%
metabolism	124	3.6%
tract	124	3.6%
Other values (24)	1423	41.2%

Most occurring characters

Value	Count	Frequency (%)
S	2920	10.0%
A	2581	8.9%
	2372	8.2%
E	2293	7.9%
N	2287	7.9%
T	2267	7.8%
I	1980	6.8%
O	1979	6.8%
M	1700	5.8%
R	1560	5.4%
Other values (16)	7142	24.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	29081	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2920	10.0%
A	2581	8.9%
	2372	8.2%
E	2293	7.9%
N	2287	7.9%
T	2267	7.8%
I	1980	6.8%
O	1979	6.8%
M	1700	5.8%
R	1560	5.4%
Other values (16)	7142	24.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	29081	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2920	10.0%
A	2581	8.9%
	2372	8.2%
E	2293	7.9%
N	2287	7.9%
T	2267	7.8%
I	1980	6.8%
O	1979	6.8%
M	1700	5.8%
R	1560	5.4%
Other values (16)	7142	24.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	29081	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2920	10.0%
A	2581	8.9%
	2372	8.2%
E	2293	7.9%
N	2287	7.9%
T	2267	7.8%
I	1980	6.8%
O	1979	6.8%
M	1700	5.8%
R	1560	5.4%
Other values (16)	7142	24.6%

raw_code
Text

Missing

Distinct	15
Distinct (%)	100.0%
Missing	7000475
Missing (%)	> 99.9%
Memory size	53.4 MiB

Length

Max length	3
Median length	2
Mean length	2.0666667
Min length	2

Characters and Unicode

Total characters	31
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	100.0%

Sample

1st row	XA
2nd row	XB
3rd row	XC
4th row	XD
5th row	XG

Value	Count	Frequency (%)
xa	1	6.7%
xb	1	6.7%
xc	1	6.7%
xd	1	6.7%
xg	1	6.7%
xh	1	6.7%
xj	1	6.7%
xl	1	6.7%
xm	1	6.7%
xn	1	6.7%
Other values (5)	5	33.3%

Most occurring characters

Value	Count	Frequency (%)
X	15	48.4%
A	2	6.5%
N	2	6.5%
C	1	3.2%
D	1	3.2%
G	1	3.2%
B	1	3.2%
H	1	3.2%
J	1	3.2%
L	1	3.2%
Other values (5)	5	16.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	31	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
X	15	48.4%
A	2	6.5%
N	2	6.5%
C	1	3.2%
D	1	3.2%
G	1	3.2%
B	1	3.2%
H	1	3.2%
J	1	3.2%
L	1	3.2%
Other values (5)	5	16.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	31	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
X	15	48.4%
A	2	6.5%
N	2	6.5%
C	1	3.2%
D	1	3.2%
G	1	3.2%
B	1	3.2%
H	1	3.2%
J	1	3.2%
L	1	3.2%
Other values (5)	5	16.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	31	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
X	15	48.4%
A	2	6.5%
N	2	6.5%
C	1	3.2%
D	1	3.2%
G	1	3.2%
B	1	3.2%
H	1	3.2%
J	1	3.2%
L	1	3.2%
Other values (5)	5	16.1%

gene_symbol
Text

Missing

Distinct	1253
Distinct (%)	0.6%
Missing	6792831
Missing (%)	97.0%
Memory size	53.4 MiB

Length

Max length	15
Median length	12
Mean length	5.4613381
Min length	2

Characters and Unicode

Total characters	1134096
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	343 ?
Unique (%)	0.2%

Sample

1st row	CYP3A5
2nd row	CYP3A7
3rd row	CYP3A7-CYP3A51P
4th row	CYP3A5
5th row	CYP3A7

Value	Count	Frequency (%)
ids	1981	1.0%
ugt1a1	1896	0.9%
slc8a1	1794	0.9%
cyp3a4	1762	0.8%
cyp2c9	1740	0.8%
slc6a2	1638	0.8%
gls	1585	0.8%
ugt1a9	1442	0.7%
ugt1a8	1400	0.7%
pou2f2	1387	0.7%
Other values (1243)	191034	92.0%

Most occurring characters

Value	Count	Frequency (%)
A	133590	11.8%
1	119143	10.5%
C	118378	10.4%
S	82649	7.3%
L	68981	6.1%
2	66779	5.9%
P	58834	5.2%
T	45093	4.0%
D	34021	3.0%
R	31408	2.8%
Other values (27)	375220	33.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1134096	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	133590	11.8%
1	119143	10.5%
C	118378	10.4%
S	82649	7.3%
L	68981	6.1%
2	66779	5.9%
P	58834	5.2%
T	45093	4.0%
D	34021	3.0%
R	31408	2.8%
Other values (27)	375220	33.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1134096	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	133590	11.8%
1	119143	10.5%
C	118378	10.4%
S	82649	7.3%
L	68981	6.1%
2	66779	5.9%
P	58834	5.2%
T	45093	4.0%
D	34021	3.0%
R	31408	2.8%
Other values (27)	375220	33.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1134096	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	133590	11.8%
1	119143	10.5%
C	118378	10.4%
S	82649	7.3%
L	68981	6.1%
2	66779	5.9%
P	58834	5.2%
T	45093	4.0%
D	34021	3.0%
R	31408	2.8%
Other values (27)	375220	33.1%

type
Categorical

Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	6987933
Missing (%)	99.8%
Memory size	53.4 MiB

enzyme	5096
target	4707
transporter	2452
carrier	302

Length

Max length	11
Median length	6
Mean length	7.0003982
Min length	6

Characters and Unicode

Total characters	87904
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	enzyme
2nd row	enzyme
3rd row	enzyme
4th row	enzyme
5th row	enzyme

Common Values

Value	Count	Frequency (%)
enzyme	5096	0.1%
target	4707	0.1%
transporter	2452	< 0.1%
carrier	302	< 0.1%
(Missing)	6987933	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
enzyme	5096	40.6%
target	4707	37.5%
transporter	2452	19.5%
carrier	302	2.4%

Most occurring characters

Value	Count	Frequency (%)
e	17653	20.1%
t	14318	16.3%
r	12969	14.8%
n	7548	8.6%
a	7461	8.5%
z	5096	5.8%
m	5096	5.8%
y	5096	5.8%
g	4707	5.4%
s	2452	2.8%
Other values (4)	5508	6.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	87904	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	17653	20.1%
t	14318	16.3%
r	12969	14.8%
n	7548	8.6%
a	7461	8.5%
z	5096	5.8%
m	5096	5.8%
y	5096	5.8%
g	4707	5.4%
s	2452	2.8%
Other values (4)	5508	6.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	87904	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	17653	20.1%
t	14318	16.3%
r	12969	14.8%
n	7548	8.6%
a	7461	8.5%
z	5096	5.8%
m	5096	5.8%
y	5096	5.8%
g	4707	5.4%
s	2452	2.8%
Other values (4)	5508	6.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	87904	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	17653	20.1%
t	14318	16.3%
r	12969	14.8%
n	7548	8.6%
a	7461	8.5%
z	5096	5.8%
m	5096	5.8%
y	5096	5.8%
g	4707	5.4%
s	2452	2.8%
Other values (4)	5508	6.3%

soc
Categorical

Missing

Distinct	27
Distinct (%)	< 0.1%
Missing	6933227
Missing (%)	99.0%
Memory size	53.4 MiB

Nervous system disorders	8341
General disorders and administration site conditions	6307
Gastrointestinal disorders	6038
Psychiatric disorders	5251
Skin and subcutaneous tissue disorders	5159
Other values (22)	36167

Length

Max length	67
Median length	40
Mean length	30.514012
Min length	13

Characters and Unicode

Total characters	2052464
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Eye disorders
2nd row	Eye disorders
3rd row	Eye disorders
4th row	Skin and subcutaneous tissue disorders
5th row	Skin and subcutaneous tissue disorders

Common Values

Value	Count	Frequency (%)
Nervous system disorders	8341	0.1%
General disorders and administration site conditions	6307	0.1%
Gastrointestinal disorders	6038	0.1%
Psychiatric disorders	5251	0.1%
Skin and subcutaneous tissue disorders	5159	0.1%
Vascular disorders	4380	0.1%
Respiratory, thoracic and mediastinal disorders	4052	0.1%
Cardiac disorders	3832	0.1%
Infections and infestations	2973	< 0.1%
Musculoskeletal and connective tissue disorders	2866	< 0.1%
Other values (17)	18064	0.3%
(Missing)	6933227	99.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
disorders	60183	25.7%
and	31771	13.6%
system	13965	6.0%
nervous	8341	3.6%
tissue	8025	3.4%
conditions	6386	2.7%
general	6307	2.7%
site	6307	2.7%
administration	6307	2.7%
gastrointestinal	6038	2.6%
Other values (51)	80305	34.3%

Most occurring characters

Value	Count	Frequency (%)
s	259632	12.6%
i	194572	9.5%
r	188606	9.2%
d	178494	8.7%
	166672	8.1%
e	164933	8.0%
o	141377	6.9%
n	133393	6.5%
a	130617	6.4%
t	123600	6.0%
Other values (28)	370568	18.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2052464	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	259632	12.6%
i	194572	9.5%
r	188606	9.2%
d	178494	8.7%
	166672	8.1%
e	164933	8.0%
o	141377	6.9%
n	133393	6.5%
a	130617	6.4%
t	123600	6.0%
Other values (28)	370568	18.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2052464	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	259632	12.6%
i	194572	9.5%
r	188606	9.2%
d	178494	8.7%
	166672	8.1%
e	164933	8.0%
o	141377	6.9%
n	133393	6.5%
a	130617	6.4%
t	123600	6.0%
Other values (28)	370568	18.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2052464	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	259632	12.6%
i	194572	9.5%
r	188606	9.2%
d	178494	8.7%
	166672	8.1%
e	164933	8.0%
o	141377	6.9%
n	133393	6.5%
a	130617	6.4%
t	123600	6.0%
Other values (28)	370568	18.1%

auroc
Real number (ℝ)

Missing

Distinct	233
Distinct (%)	99.1%
Missing	7000255
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.47671997

Minimum	0.083333333
Maximum	0.93055556
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0.083333333
5-th percentile	0.26419397
Q1	0.41988122
median	0.48092869
Q3	0.53741497
95-th percentile	0.65424383
Maximum	0.93055556
Range	0.84722222
Interquartile range (IQR)	0.11753374

Descriptive statistics

Standard deviation	0.11854243
Coefficient of variation (CV)	0.2486626
Kurtosis	2.2514665
Mean	0.47671997
Median Absolute Deviation (MAD)	0.05842869
Skewness	-0.048877036
Sum	112.02919
Variance	0.014052307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4375	2	< 0.1%
0.4732142857	2	< 0.1%
0.150390625	1	< 0.1%
0.4936560729	1	< 0.1%
0.3718171296	1	< 0.1%
0.5369929453	1	< 0.1%
0.600877193	1	< 0.1%
0.515625	1	< 0.1%
0.5402777778	1	< 0.1%
0.3902116402	1	< 0.1%
Other values (223)	223	< 0.1%
(Missing)	7000255	> 99.9%

Value	Count	Frequency (%)
0.08333333333	1	< 0.1%
0.1111111111	1	< 0.1%
0.1385542169	1	< 0.1%
0.150390625	1	< 0.1%
0.1611111111	1	< 0.1%
0.2173032407	1	< 0.1%
0.23	1	< 0.1%
0.2352941176	1	< 0.1%
0.25	1	< 0.1%
0.2521367521	1	< 0.1%

Value	Count	Frequency (%)
0.9305555556	1	< 0.1%
0.9290540541	1	< 0.1%
0.7903225806	1	< 0.1%
0.75	1	< 0.1%
0.7195121951	1	< 0.1%
0.6984126984	1	< 0.1%
0.6955128205	1	< 0.1%
0.6869212963	1	< 0.1%
0.6861111111	1	< 0.1%
0.6746794872	1	< 0.1%

wt_pvalue
Real number (ℝ)

Missing

Distinct	235
Distinct (%)	100.0%
Missing	7000255
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.57255544

Minimum	0.0078758214
Maximum	0.99993901
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	0.0078758214
5-th percentile	0.056166847
Q1	0.32733034
median	0.59899573
Q3	0.83842706
95-th percentile	0.988492
Maximum	0.99993901
Range	0.99206319
Interquartile range (IQR)	0.51109672

Descriptive statistics

Standard deviation	0.296117
Coefficient of variation (CV)	0.51718485
Kurtosis	-1.1432644
Mean	0.57255544
Median Absolute Deviation (MAD)	0.25594247
Skewness	-0.20477337
Sum	134.55053
Variance	0.087685276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9999336179	1	< 0.1%
0.9999390072	1	< 0.1%
0.958090435	1	< 0.1%
0.563618466	1	< 0.1%
0.2461603291	1	< 0.1%
0.2197047828	1	< 0.1%
0.1745305563	1	< 0.1%
0.4282383109	1	< 0.1%
0.9973051037	1	< 0.1%
0.1054459042	1	< 0.1%
Other values (225)	225	< 0.1%
(Missing)	7000255	> 99.9%

Value	Count	Frequency (%)
0.007875821411	1	< 0.1%
0.01885874666	1	< 0.1%
0.02516231635	1	< 0.1%
0.02594356173	1	< 0.1%
0.03685739242	1	< 0.1%
0.03833789307	1	< 0.1%
0.0388565707	1	< 0.1%
0.04585921972	1	< 0.1%
0.04780904617	1	< 0.1%
0.05022964562	1	< 0.1%

Value	Count	Frequency (%)
0.9999390072	1	< 0.1%
0.9999336179	1	< 0.1%
0.9994172067	1	< 0.1%
0.9977326847	1	< 0.1%
0.9973051037	1	< 0.1%
0.9972529572	1	< 0.1%
0.9971500118	1	< 0.1%
0.9946565256	1	< 0.1%
0.9935559335	1	< 0.1%
0.9912441299	1	< 0.1%

ttest_statistic
Real number (ℝ)

Missing

Distinct	235
Distinct (%)	100.0%
Missing	7000255
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	-2.3099737

Minimum	-60.372068
Maximum	23.081928
Zeros	0
Zeros (%)	0.0%
Negative	133
Negative (%)	< 0.1%
Memory size	53.4 MiB

Quantile statistics

Minimum	-60.372068
5-th percentile	-20.763513
Q1	-7.6673791
median	-1.7185903
Q3	4.5312964
95-th percentile	14.594001
Maximum	23.081928
Range	83.453996
Interquartile range (IQR)	12.198675

Descriptive statistics

Standard deviation	11.14009
Coefficient of variation (CV)	-4.8226049
Kurtosis	3.4655573
Mean	-2.3099737
Median Absolute Deviation (MAD)	6.2292704
Skewness	-0.93975973
Sum	-542.84381
Variance	124.10161
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-37.90370916	1	< 0.1%
-39.4351703	1	< 0.1%
-9.718788705	1	< 0.1%
0.006710498014	1	< 0.1%
3.188390787	1	< 0.1%
5.099427421	1	< 0.1%
8.59195464	1	< 0.1%
0.6722984945	1	< 0.1%
-21.78521858	1	< 0.1%
16.110469	1	< 0.1%
Other values (225)	225	< 0.1%
(Missing)	7000255	> 99.9%

Value	Count	Frequency (%)
-60.37206756	1	< 0.1%
-39.4351703	1	< 0.1%
-39.09024241	1	< 0.1%
-37.90370916	1	< 0.1%
-28.53982044	1	< 0.1%
-25.67812136	1	< 0.1%
-22.80229218	1	< 0.1%
-22.58930136	1	< 0.1%
-21.78521858	1	< 0.1%
-21.55455481	1	< 0.1%

Value	Count	Frequency (%)
23.08192808	1	< 0.1%
22.92145441	1	< 0.1%
22.65311138	1	< 0.1%
20.26233897	1	< 0.1%
19.09397205	1	< 0.1%
18.62653828	1	< 0.1%
17.6888374	1	< 0.1%
17.54362698	1	< 0.1%
16.110469	1	< 0.1%
16.0293788	1	< 0.1%

ttest_pvalue
Real number (ℝ)

Missing

Distinct	179
Distinct (%)	76.2%
Missing	7000255
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.5707745

Minimum	2.0677695 × 10^-114
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	2.0677695 × 10^-114
5-th percentile	1.0837039 × 10^-40
Q1	3.8748995 × 10^-6
median	0.9570781
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.99999613

Descriptive statistics

Standard deviation	0.47112558
Coefficient of variation (CV)	0.82541455
Kurtosis	-1.8587934
Mean	0.5707745
Median Absolute Deviation (MAD)	0.042921901
Skewness	-0.28450892
Sum	134.13201
Variance	0.22195931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	57	< 0.1%
0.4973229824	1	< 0.1%
0.0007210569409	1	< 0.1%
1.758319099 × 10^-7	1	< 0.1%
1.131634688 × 10^-17	1	< 0.1%
0.2507392894	1	< 0.1%
1.175495962 × 10^-48	1	< 0.1%
0.8472753261	1	< 0.1%
6.596486407 × 10^-70	1	< 0.1%
1.269543798 × 10^-11	1	< 0.1%
Other values (169)	169	< 0.1%
(Missing)	7000255	> 99.9%

Value	Count	Frequency (%)
2.067769459 × 10^-114	1	< 0.1%
3.836618405 × 10^-95	1	< 0.1%
2.847371883 × 10^-75	1	< 0.1%
6.596486407 × 10^-70	1	< 0.1%
1.030453873 × 10^-68	1	< 0.1%
2.079878132 × 10^-60	1	< 0.1%
8.404888358 × 10^-58	1	< 0.1%
5.239143488 × 10^-55	1	< 0.1%
1.955767943 × 10^-54	1	< 0.1%
1.175495962 × 10^-48	1	< 0.1%

Value	Count	Frequency (%)
1	57	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	1	< 0.1%

atc_concept_code
Text

Missing

Distinct	1088
Distinct (%)	1.6%
Missing	6932374
Missing (%)	99.0%
Memory size	53.4 MiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	476812
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	341 ?
Unique (%)	0.5%

Sample

1st row	C09DX04
2nd row	R07AX30
3rd row	A01AA01
4th row	A01AA04
5th row	A01AB02

Value	Count	Frequency (%)
n05ax12	938	1.4%
n06ab10	801	1.2%
n05ax08	788	1.2%
n06ab04	776	1.1%
n03ax11	577	0.8%
n06ab03	567	0.8%
n03ax16	522	0.8%
n06ab05	518	0.8%
j01ma02	517	0.8%
n02ab03	509	0.7%
Other values (1078)	61603	90.4%

Most occurring characters

Value	Count	Frequency (%)
0	125259	26.3%
A	64232	13.5%
1	47973	10.1%
B	26895	5.6%
2	25564	5.4%
N	23168	4.9%
3	20267	4.3%
C	19213	4.0%
X	15155	3.2%
5	15093	3.2%
Other values (19)	93993	19.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	476812	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	125259	26.3%
A	64232	13.5%
1	47973	10.1%
B	26895	5.6%
2	25564	5.4%
N	23168	4.9%
3	20267	4.3%
C	19213	4.0%
X	15155	3.2%
5	15093	3.2%
Other values (19)	93993	19.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	476812	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	125259	26.3%
A	64232	13.5%
1	47973	10.1%
B	26895	5.6%
2	25564	5.4%
N	23168	4.9%
3	20267	4.3%
C	19213	4.0%
X	15155	3.2%
5	15093	3.2%
Other values (19)	93993	19.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	476812	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	125259	26.3%
A	64232	13.5%
1	47973	10.1%
B	26895	5.6%
2	25564	5.4%
N	23168	4.9%
3	20267	4.3%
C	19213	4.0%
X	15155	3.2%
5	15093	3.2%
Other values (19)	93993	19.7%

ndrugreports
Real number (ℝ)

Missing

Distinct	483
Distinct (%)	44.4%
Missing	6999402
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	553.87132

Minimum	1
Maximum	14508
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	17
median	74
Q3	343
95-th percentile	2756.25
Maximum	14508
Range	14507
Interquartile range (IQR)	326

Descriptive statistics

Standard deviation	1456.6921
Coefficient of variation (CV)	2.6300189
Kurtosis	32.45299
Mean	553.87132
Median Absolute Deviation (MAD)	69
Skewness	5.093829
Sum	602612
Variance	2121951.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	37	< 0.1%
3	34	< 0.1%
2	32	< 0.1%
9	20	< 0.1%
5	19	< 0.1%
10	19	< 0.1%
11	17	< 0.1%
6	15	< 0.1%
19	15	< 0.1%
7	14	< 0.1%
Other values (473)	866	< 0.1%
(Missing)	6999402	> 99.9%

Value	Count	Frequency (%)
1	37	< 0.1%
2	32	< 0.1%
3	34	< 0.1%
4	13	< 0.1%
5	19	< 0.1%
6	15	< 0.1%
7	14	< 0.1%
8	12	< 0.1%
9	20	< 0.1%
10	19	< 0.1%

Value	Count	Frequency (%)
14508	1	< 0.1%
13385	1	< 0.1%
12625	1	< 0.1%
12320	1	< 0.1%
12078	1	< 0.1%
10111	1	< 0.1%
9756	1	< 0.1%
9116	1	< 0.1%
8312	1	< 0.1%
8212	1	< 0.1%

atc4_concept_name
Text

Missing

Distinct	395
Distinct (%)	36.3%
Missing	6999402
Missing (%)	> 99.9%
Memory size	53.4 MiB

Length

Max length	92
Median length	53
Mean length	27.363051
Min length	3

Characters and Unicode

Total characters	29771
Distinct characters	60
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	168 ?
Unique (%)	15.4%

Sample

1st row	Angiotensin II receptor blockers (ARBs), other combinations
2nd row	Other respiratory system products
3rd row	Caries prophylactic agents
4th row	Caries prophylactic agents
5th row	Antiinfectives and antiseptics for local oral treatment

Value	Count	Frequency (%)
other	181	5.5%
and	148	4.5%
inhibitors	145	4.4%
derivatives	121	3.7%
agents	93	2.8%
for	79	2.4%
drugs	49	1.5%
analogues	43	1.3%
plain	42	1.3%
selective	42	1.3%
Other values (512)	2349	71.4%

Most occurring characters

Value	Count	Frequency (%)
i	2906	9.8%
e	2753	9.2%
t	2342	7.9%
n	2305	7.7%
	2204	7.4%
a	2164	7.3%
s	2098	7.0%
o	1889	6.3%
r	1868	6.3%
c	1010	3.4%
Other values (50)	8232	27.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	29771	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	2906	9.8%
e	2753	9.2%
t	2342	7.9%
n	2305	7.7%
	2204	7.4%
a	2164	7.3%
s	2098	7.0%
o	1889	6.3%
r	1868	6.3%
c	1010	3.4%
Other values (50)	8232	27.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	29771	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	2906	9.8%
e	2753	9.2%
t	2342	7.9%
n	2305	7.7%
	2204	7.4%
a	2164	7.3%
s	2098	7.0%
o	1889	6.3%
r	1868	6.3%
c	1010	3.4%
Other values (50)	8232	27.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	29771	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	2906	9.8%
e	2753	9.2%
t	2342	7.9%
n	2305	7.7%
	2204	7.4%
a	2164	7.3%
s	2098	7.0%
o	1889	6.3%
r	1868	6.3%
c	1010	3.4%
Other values (50)	8232	27.7%

atc4_concept_code
Text

Missing

Distinct	418
Distinct (%)	38.4%
Missing	6999402
Missing (%)	> 99.9%
Memory size	53.4 MiB

Length

Max length	5
Median length	5
Mean length	4.9558824
Min length	3

Characters and Unicode

Total characters	5392
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	183 ?
Unique (%)	16.8%

Sample

1st row	C09DX
2nd row	R07AX
3rd row	A01AA
4th row	A01AA
5th row	A01AB

Value	Count	Frequency (%)
nan	24	2.2%
l01xe	23	2.1%
l01xx	18	1.7%
l04aa	15	1.4%
b01ac	10	0.9%
d07ac	10	0.9%
n03ax	10	0.9%
n06ax	9	0.8%
n06aa	9	0.8%
j05af	9	0.8%
Other values (408)	951	87.4%

Most occurring characters

Value	Count	Frequency (%)
0	1025	19.0%
A	995	18.5%
B	441	8.2%
1	412	7.6%
C	372	6.9%
X	233	4.3%
D	200	3.7%
N	175	3.2%
L	155	2.9%
3	154	2.9%
Other values (21)	1230	22.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5392	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1025	19.0%
A	995	18.5%
B	441	8.2%
1	412	7.6%
C	372	6.9%
X	233	4.3%
D	200	3.7%
N	175	3.2%
L	155	2.9%
3	154	2.9%
Other values (21)	1230	22.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5392	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1025	19.0%
A	995	18.5%
B	441	8.2%
1	412	7.6%
C	372	6.9%
X	233	4.3%
D	200	3.7%
N	175	3.2%
L	155	2.9%
3	154	2.9%
Other values (21)	1230	22.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5392	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1025	19.0%
A	995	18.5%
B	441	8.2%
1	412	7.6%
C	372	6.9%
X	233	4.3%
D	200	3.7%
N	175	3.2%
L	155	2.9%
3	154	2.9%
Other values (21)	1230	22.8%

atc3_concept_name
Text

Missing

Distinct	176
Distinct (%)	16.2%
Missing	6999402
Missing (%)	> 99.9%
Memory size	53.4 MiB

Length

Max length	71
Median length	53
Mean length	28.499081
Min length	3

Characters and Unicode

Total characters	31007
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	34 ?
Unique (%)	3.1%

Sample

1st row	ANGIOTENSIN II RECEPTOR BLOCKERS (ARBs), COMBINATIONS
2nd row	OTHER RESPIRATORY SYSTEM PRODUCTS
3rd row	STOMATOLOGICAL PREPARATIONS
4th row	STOMATOLOGICAL PREPARATIONS
5th row	STOMATOLOGICAL PREPARATIONS

Value	Count	Frequency (%)
and	220	6.1%
agents	217	6.1%
other	205	5.7%
for	151	4.2%
drugs	98	2.7%
use	83	2.3%
products	77	2.1%
preparations	72	2.0%
acting	62	1.7%
plain	62	1.7%
Other values (259)	2338	65.2%

Most occurring characters

Value	Count	Frequency (%)
A	2914	9.4%
T	2892	9.3%
I	2742	8.8%
	2497	8.1%
S	2479	8.0%
E	2304	7.4%
N	2294	7.4%
O	1932	6.2%
R	1789	5.8%
C	1429	4.6%
Other values (28)	7735	24.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	31007	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	2914	9.4%
T	2892	9.3%
I	2742	8.8%
	2497	8.1%
S	2479	8.0%
E	2304	7.4%
N	2294	7.4%
O	1932	6.2%
R	1789	5.8%
C	1429	4.6%
Other values (28)	7735	24.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	31007	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	2914	9.4%
T	2892	9.3%
I	2742	8.8%
	2497	8.1%
S	2479	8.0%
E	2304	7.4%
N	2294	7.4%
O	1932	6.2%
R	1789	5.8%
C	1429	4.6%
Other values (28)	7735	24.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	31007	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	2914	9.4%
T	2892	9.3%
I	2742	8.8%
	2497	8.1%
S	2479	8.0%
E	2304	7.4%
N	2294	7.4%
O	1932	6.2%
R	1789	5.8%
C	1429	4.6%
Other values (28)	7735	24.9%

atc3_concept_code
Text

Missing

Distinct	176
Distinct (%)	16.2%
Missing	6999402
Missing (%)	> 99.9%
Memory size	53.4 MiB

Length

Max length	4
Median length	4
Mean length	3.9779412
Min length	3

Characters and Unicode

Total characters	4328
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	34 ?
Unique (%)	3.1%

Sample

1st row	C09D
2nd row	R07A
3rd row	A01A
4th row	A01A
5th row	A01A

Value	Count	Frequency (%)
l01x	53	4.9%
j05a	39	3.6%
l04a	34	3.1%
n03a	26	2.4%
n06a	26	2.4%
nan	24	2.2%
v03a	23	2.1%
j01d	22	2.0%
b01a	21	1.9%
n05a	20	1.8%
Other values (166)	800	73.5%

Most occurring characters

Value	Count	Frequency (%)
0	1025	23.7%
A	670	15.5%
1	412	9.5%
B	253	5.8%
C	223	5.2%
N	174	4.0%
L	154	3.6%
3	154	3.6%
D	133	3.1%
5	122	2.8%
Other values (20)	1008	23.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4328	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1025	23.7%
A	670	15.5%
1	412	9.5%
B	253	5.8%
C	223	5.2%
N	174	4.0%
L	154	3.6%
3	154	3.6%
D	133	3.1%
5	122	2.8%
Other values (20)	1008	23.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4328	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1025	23.7%
A	670	15.5%
1	412	9.5%
B	253	5.8%
C	223	5.2%
N	174	4.0%
L	154	3.6%
3	154	3.6%
D	133	3.1%
5	122	2.8%
Other values (20)	1008	23.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4328	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1025	23.7%
A	670	15.5%
1	412	9.5%
B	253	5.8%
C	223	5.2%
N	174	4.0%
L	154	3.6%
3	154	3.6%
D	133	3.1%
5	122	2.8%
Other values (20)	1008	23.3%

atc2_concept_name
Text

Missing

Distinct	80
Distinct (%)	7.4%
Missing	6999402
Missing (%)	> 99.9%
Memory size	53.4 MiB

Length

Max length	64
Median length	41
Mean length	24.675551
Min length	3

Characters and Unicode

Total characters	26847
Distinct characters	32
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.6%

Sample

1st row	AGENTS ACTING ON THE RENIN-ANGIOTENSIN SYSTEM
2nd row	OTHER RESPIRATORY SYSTEM PRODUCTS
3rd row	STOMATOLOGICAL PREPARATIONS
4th row	STOMATOLOGICAL PREPARATIONS
5th row	STOMATOLOGICAL PREPARATIONS

Value	Count	Frequency (%)
for	209	6.9%
agents	190	6.3%
use	148	4.9%
and	143	4.7%
systemic	125	4.1%
drugs	104	3.4%
antineoplastic	90	3.0%
other	76	2.5%
system	69	2.3%
products	68	2.3%
Other values (131)	1798	59.5%

Most occurring characters

Value	Count	Frequency (%)
S	2509	9.3%
T	2493	9.3%
A	2480	9.2%
I	2250	8.4%
E	2101	7.8%
	1932	7.2%
N	1841	6.9%
O	1739	6.5%
R	1459	5.4%
C	1262	4.7%
Other values (22)	6781	25.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26847	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2509	9.3%
T	2493	9.3%
A	2480	9.2%
I	2250	8.4%
E	2101	7.8%
	1932	7.2%
N	1841	6.9%
O	1739	6.5%
R	1459	5.4%
C	1262	4.7%
Other values (22)	6781	25.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26847	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2509	9.3%
T	2493	9.3%
A	2480	9.2%
I	2250	8.4%
E	2101	7.8%
	1932	7.2%
N	1841	6.9%
O	1739	6.5%
R	1459	5.4%
C	1262	4.7%
Other values (22)	6781	25.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26847	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2509	9.3%
T	2493	9.3%
A	2480	9.2%
I	2250	8.4%
E	2101	7.8%
	1932	7.2%
N	1841	6.9%
O	1739	6.5%
R	1459	5.4%
C	1262	4.7%
Other values (22)	6781	25.3%

atc2_concept_code
Text

Missing

Distinct	80
Distinct (%)	7.4%
Missing	6999402
Missing (%)	> 99.9%
Memory size	53.4 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3264
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.6%

Sample

1st row	C09
2nd row	R07
3rd row	A01
4th row	A01
5th row	A01

Value	Count	Frequency (%)
l01	90	8.3%
j01	53	4.9%
s01	44	4.0%
n05	42	3.9%
n06	39	3.6%
j05	39	3.6%
l04	34	3.1%
n02	27	2.5%
g03	26	2.4%
n03	26	2.4%
Other values (70)	668	61.4%

Most occurring characters

Value	Count	Frequency (%)
0	1025	31.4%
1	412	12.6%
N	174	5.3%
3	154	4.7%
L	152	4.7%
C	123	3.8%
A	123	3.8%
5	122	3.7%
J	113	3.5%
6	107	3.3%
Other values (16)	759	23.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3264	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1025	31.4%
1	412	12.6%
N	174	5.3%
3	154	4.7%
L	152	4.7%
C	123	3.8%
A	123	3.8%
5	122	3.7%
J	113	3.5%
6	107	3.3%
Other values (16)	759	23.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3264	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1025	31.4%
1	412	12.6%
N	174	5.3%
3	154	4.7%
L	152	4.7%
C	123	3.8%
A	123	3.8%
5	122	3.7%
J	113	3.5%
6	107	3.3%
Other values (16)	759	23.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3264	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1025	31.4%
1	412	12.6%
N	174	5.3%
3	154	4.7%
L	152	4.7%
C	123	3.8%
A	123	3.8%
5	122	3.7%
J	113	3.5%
6	107	3.3%
Other values (16)	759	23.3%

atc1_concept_code
Categorical

Missing

Distinct	14
Distinct (%)	1.3%
Missing	6999426
Missing (%)	> 99.9%
Memory size	53.4 MiB

N	174
L	152
A	123
C	123
J	113
Other values (9)	379

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1064
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	C
2nd row	R
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
N	174	< 0.1%
L	152	< 0.1%
A	123	< 0.1%
C	123	< 0.1%
J	113	< 0.1%
D	66	< 0.1%
G	51	< 0.1%
B	49	< 0.1%
R	48	< 0.1%
S	45	< 0.1%
Other values (4)	120	< 0.1%
(Missing)	6999426	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
n	174	16.4%
l	152	14.3%
a	123	11.6%
c	123	11.6%
j	113	10.6%
d	66	6.2%
g	51	4.8%
b	49	4.6%
r	48	4.5%
s	45	4.2%
Other values (4)	120	11.3%

Most occurring characters

Value	Count	Frequency (%)
N	174	16.4%
L	152	14.3%
A	123	11.6%
C	123	11.6%
J	113	10.6%
D	66	6.2%
G	51	4.8%
B	49	4.6%
R	48	4.5%
S	45	4.2%
Other values (4)	120	11.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	174	16.4%
L	152	14.3%
A	123	11.6%
C	123	11.6%
J	113	10.6%
D	66	6.2%
G	51	4.8%
B	49	4.6%
R	48	4.5%
S	45	4.2%
Other values (4)	120	11.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	174	16.4%
L	152	14.3%
A	123	11.6%
C	123	11.6%
J	113	10.6%
D	66	6.2%
G	51	4.8%
B	49	4.6%
R	48	4.5%
S	45	4.2%
Other values (4)	120	11.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	174	16.4%
L	152	14.3%
A	123	11.6%
C	123	11.6%
J	113	10.6%
D	66	6.2%
G	51	4.8%
B	49	4.6%
R	48	4.5%
S	45	4.2%
Other values (4)	120	11.3%

drugbank_id
Text

Missing

Distinct	1566
Distinct (%)	12.7%
Missing	6988168
Missing (%)	99.8%
Memory size	53.4 MiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	86254
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	306 ?
Unique (%)	2.5%

Sample

1st row	DB00001
2nd row	DB00002
3rd row	DB00002
4th row	DB00002
5th row	DB00002

Value	Count	Frequency (%)
db00741	253	2.1%
db00783	192	1.6%
db00977	147	1.2%
db00586	145	1.2%
db01234	108	0.9%
db00281	96	0.8%
db00620	72	0.6%
db00661	66	0.5%
db00388	64	0.5%
db00316	63	0.5%
Other values (1556)	11116	90.2%

Most occurring characters

Value	Count	Frequency (%)
0	22481	26.1%
D	12322	14.3%
B	12322	14.3%
1	7686	8.9%
8	4334	5.0%
3	4187	4.9%
2	4146	4.8%
6	3963	4.6%
7	3915	4.5%
9	3696	4.3%
Other values (2)	7202	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	86254	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	22481	26.1%
D	12322	14.3%
B	12322	14.3%
1	7686	8.9%
8	4334	5.0%
3	4187	4.9%
2	4146	4.8%
6	3963	4.6%
7	3915	4.5%
9	3696	4.3%
Other values (2)	7202	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	86254	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	22481	26.1%
D	12322	14.3%
B	12322	14.3%
1	7686	8.9%
8	4334	5.0%
3	4187	4.9%
2	4146	4.8%
6	3963	4.6%
7	3915	4.5%
9	3696	4.3%
Other values (2)	7202	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	86254	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	22481	26.1%
D	12322	14.3%
B	12322	14.3%
1	7686	8.9%
8	4334	5.0%
3	4187	4.9%
2	4146	4.8%
6	3963	4.6%
7	3915	4.5%
9	3696	4.3%
Other values (2)	7202	8.3%

id
Text

Missing

Distinct	1264
Distinct (%)	10.3%
Missing	6988168
Missing (%)	99.8%
Memory size	53.4 MiB

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	110898
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	487 ?
Unique (%)	4.0%

Sample

1st row	BE0000048
2nd row	BE0000767
3rd row	BE0000901
4th row	BE0002094
5th row	BE0002095

Value	Count	Frequency (%)
be0002638	751	6.1%
be0001032	402	3.3%
be0002363	342	2.8%
be0002793	333	2.7%
be0003612	286	2.3%
be0003536	286	2.3%
be0002433	281	2.3%
be0002887	260	2.1%
be0002362	257	2.1%
be0003549	190	1.5%
Other values (1254)	8934	72.5%

Most occurring characters

Value	Count	Frequency (%)
0	45130	40.7%
B	12322	11.1%
E	12322	11.1%
3	8404	7.6%
2	5992	5.4%
6	5454	4.9%
1	4375	3.9%
4	4019	3.6%
5	3555	3.2%
7	3427	3.1%
Other values (2)	5898	5.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	110898	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	45130	40.7%
B	12322	11.1%
E	12322	11.1%
3	8404	7.6%
2	5992	5.4%
6	5454	4.9%
1	4375	3.9%
4	4019	3.6%
5	3555	3.2%
7	3427	3.1%
Other values (2)	5898	5.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	110898	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	45130	40.7%
B	12322	11.1%
E	12322	11.1%
3	8404	7.6%
2	5992	5.4%
6	5454	4.9%
1	4375	3.9%
4	4019	3.6%
5	3555	3.2%
7	3427	3.1%
Other values (2)	5898	5.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	110898	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	45130	40.7%
B	12322	11.1%
E	12322	11.1%
3	8404	7.6%
2	5992	5.4%
6	5454	4.9%
1	4375	3.9%
4	4019	3.6%
5	3555	3.2%
7	3427	3.1%
Other values (2)	5898	5.3%

action
Categorical

Imbalance Missing

Distinct	44
Distinct (%)	0.4%
Missing	6988168
Missing (%)	99.8%
Memory size	53.4 MiB

substrate	4851
inhibitor	3362
antagonist	1347
agonist	959
inducer	607
Other values (39)	1196

Length

Max length	31
Median length	9
Mean length	8.873803
Min length	5

Characters and Unicode

Total characters	109343
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	inhibitor
2nd row	binder
3rd row	binder
4th row	binder
5th row	binder

Common Values

Value	Count	Frequency (%)
substrate	4851	0.1%
inhibitor	3362	< 0.1%
antagonist	1347	< 0.1%
agonist	959	< 0.1%
inducer	607	< 0.1%
binder	419	< 0.1%
activator	98	< 0.1%
ligand	94	< 0.1%
potentiator	92	< 0.1%
other/unknown	72	< 0.1%
Other values (34)	421	< 0.1%
(Missing)	6988168	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
substrate	4851	38.8%
inhibitor	3365	26.9%
antagonist	1348	10.8%
agonist	1023	8.2%
inducer	607	4.9%
binder	419	3.3%
modulator	105	0.8%
activator	98	0.8%
ligand	94	0.8%
potentiator	92	0.7%
Other values (35)	513	4.1%

Most occurring characters

Value	Count	Frequency (%)
t	17804	16.3%
i	14093	12.9%
s	12213	11.2%
r	9957	9.1%
a	9381	8.6%
b	8694	8.0%
n	8680	7.9%
o	6766	6.2%
e	6315	5.8%
u	5708	5.2%
Other values (16)	9732	8.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	109343	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	17804	16.3%
i	14093	12.9%
s	12213	11.2%
r	9957	9.1%
a	9381	8.6%
b	8694	8.0%
n	8680	7.9%
o	6766	6.2%
e	6315	5.8%
u	5708	5.2%
Other values (16)	9732	8.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	109343	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	17804	16.3%
i	14093	12.9%
s	12213	11.2%
r	9957	9.1%
a	9381	8.6%
b	8694	8.0%
n	8680	7.9%
o	6766	6.2%
e	6315	5.8%
u	5708	5.2%
Other values (16)	9732	8.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	109343	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	17804	16.3%
i	14093	12.9%
s	12213	11.2%
r	9957	9.1%
a	9381	8.6%
b	8694	8.0%
n	8680	7.9%
o	6766	6.2%
e	6315	5.8%
u	5708	5.2%
Other values (16)	9732	8.9%

uniprot_id
Text

Missing

Distinct	1213
Distinct (%)	9.8%
Missing	6988168
Missing (%)	99.8%
Memory size	53.4 MiB

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	73932
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	464 ?
Unique (%)	3.8%

Sample

1st row	P00734
2nd row	P00533
3rd row	O75015
4th row	P02745
5th row	P02746

Value	Count	Frequency (%)
p08684	772	6.3%
p08183	402	3.3%
p10635	342	2.8%
p11712	333	2.7%
p33261	286	2.3%
p24462	286	2.3%
p05177	281	2.3%
p10632	260	2.1%
p20815	257	2.1%
p20813	190	1.5%
Other values (1203)	8913	72.3%

Most occurring characters

Value	Count	Frequency (%)
P	9374	12.7%
1	8038	10.9%
0	7326	9.9%
8	6850	9.3%
2	6577	8.9%
3	5880	8.0%
5	5320	7.2%
6	5267	7.1%
4	5105	6.9%
9	4092	5.5%
Other values (26)	10103	13.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	73932	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	9374	12.7%
1	8038	10.9%
0	7326	9.9%
8	6850	9.3%
2	6577	8.9%
3	5880	8.0%
5	5320	7.2%
6	5267	7.1%
4	5105	6.9%
9	4092	5.5%
Other values (26)	10103	13.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	73932	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	9374	12.7%
1	8038	10.9%
0	7326	9.9%
8	6850	9.3%
2	6577	8.9%
3	5880	8.0%
5	5320	7.2%
6	5267	7.1%
4	5105	6.9%
9	4092	5.5%
Other values (26)	10103	13.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	73932	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	9374	12.7%
1	8038	10.9%
0	7326	9.9%
8	6850	9.3%
2	6577	8.9%
3	5880	8.0%
5	5320	7.2%
6	5267	7.1%
4	5105	6.9%
9	4092	5.5%
Other values (26)	10103	13.7%

entrez_id
Real number (ℝ)

Missing

Distinct	1225
Distinct (%)	9.9%
Missing	6988168
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	1196684.6

Minimum	2
Maximum	1.0272456 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	2
5-th percentile	155
Q1	1557
median	2554
Q3	6564
95-th percentile	54658
Maximum	1.0272456 × 10⁸
Range	1.0272456 × 10⁸
Interquartile range (IQR)	5007

Descriptive statistics

Standard deviation	10878987
Coefficient of variation (CV)	9.0909391
Kurtosis	80.024297
Mean	1196684.6
Median Absolute Deviation (MAD)	1707.5
Skewness	9.055944
Sum	1.4745547 × 10¹⁰
Variance	1.1835235 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1576	772	< 0.1%
5243	402	< 0.1%
1565	342	< 0.1%
1559	333	< 0.1%
1557	286	< 0.1%
1544	281	< 0.1%
1558	260	< 0.1%
1577	257	< 0.1%
1555	190	< 0.1%
100861540	143	< 0.1%
Other values (1215)	9056	0.1%
(Missing)	6988168	99.8%

Value	Count	Frequency (%)
2	2	< 0.1%
9	3	< 0.1%
10	11	< 0.1%
18	1	< 0.1%
19	4	< 0.1%
21	1	< 0.1%
25	6	< 0.1%
26	1	< 0.1%
27	1	< 0.1%
31	1	< 0.1%

Value	Count	Frequency (%)
102724560	1	< 0.1%
102724428	1	< 0.1%
100861540	143	< 0.1%
654364	4	< 0.1%
445329	18	< 0.1%
387775	4	< 0.1%
387129	1	< 0.1%
377677	1	< 0.1%
374291	1	< 0.1%
353189	7	< 0.1%

meddra_concept_name_4
Categorical

Missing

Distinct	27
Distinct (%)	0.2%
Missing	6983552
Missing (%)	99.8%
Memory size	53.4 MiB

Investigations	1648
Injury, poisoning and procedural complications	1240
Nervous system disorders	1199
Infections and infestations	1147
Vascular disorders	967
Other values (22)	10737

Length

Max length	67
Median length	40
Mean length	32.023852
Min length	13

Characters and Unicode

Total characters	542420
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Blood and lymphatic system disorders
2nd row	Blood and lymphatic system disorders
3rd row	Blood and lymphatic system disorders
4th row	Blood and lymphatic system disorders
5th row	Blood and lymphatic system disorders

Common Values

Value	Count	Frequency (%)
Investigations	1648	< 0.1%
Injury, poisoning and procedural complications	1240	< 0.1%
Nervous system disorders	1199	< 0.1%
Infections and infestations	1147	< 0.1%
Vascular disorders	967	< 0.1%
Gastrointestinal disorders	948	< 0.1%
Skin and subcutaneous tissue disorders	799	< 0.1%
General disorders and administration site conditions	755	< 0.1%
Neoplasms benign, malignant and unspecified (incl cysts and polyps)	749	< 0.1%
Musculoskeletal and connective tissue disorders	721	< 0.1%
Other values (17)	6765	0.1%
(Missing)	6983552	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
disorders	10994	17.6%
and	10296	16.5%
system	2610	4.2%
investigations	1648	2.6%
tissue	1520	2.4%
procedural	1240	2.0%
poisoning	1240	2.0%
complications	1240	2.0%
injury	1240	2.0%
nervous	1199	1.9%
Other values (51)	29225	46.8%

Most occurring characters

Value	Count	Frequency (%)
s	57630	10.6%
i	49043	9.0%
	45514	8.4%
n	43557	8.0%
e	41721	7.7%
d	39674	7.3%
r	39605	7.3%
a	36694	6.8%
o	35588	6.6%
t	29568	5.5%
Other values (28)	123826	22.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	542420	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	57630	10.6%
i	49043	9.0%
	45514	8.4%
n	43557	8.0%
e	41721	7.7%
d	39674	7.3%
r	39605	7.3%
a	36694	6.8%
o	35588	6.6%
t	29568	5.5%
Other values (28)	123826	22.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	542420	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	57630	10.6%
i	49043	9.0%
	45514	8.4%
n	43557	8.0%
e	41721	7.7%
d	39674	7.3%
r	39605	7.3%
a	36694	6.8%
o	35588	6.6%
t	29568	5.5%
Other values (28)	123826	22.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	542420	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	57630	10.6%
i	49043	9.0%
	45514	8.4%
n	43557	8.0%
e	41721	7.7%
d	39674	7.3%
r	39605	7.3%
a	36694	6.8%
o	35588	6.6%
t	29568	5.5%
Other values (28)	123826	22.8%

neventreports
Real number (ℝ)

Missing

Distinct	720
Distinct (%)	4.3%
Missing	6983549
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	74.279086

Minimum	1
Maximum	16798
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	6
Q3	24
95-th percentile	295
Maximum	16798
Range	16797
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	388.00587
Coefficient of variation (CV)	5.223622
Kurtosis	450.99997
Mean	74.279086
Median Absolute Deviation (MAD)	5
Skewness	16.761267
Sum	1258362
Variance	150548.56
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3789	0.1%
2	1713	< 0.1%
3	1275	< 0.1%
4	867	< 0.1%
5	689	< 0.1%
6	640	< 0.1%
7	502	< 0.1%
8	442	< 0.1%
9	378	< 0.1%
10	290	< 0.1%
Other values (710)	6356	0.1%
(Missing)	6983549	99.8%

Value	Count	Frequency (%)
1	3789	0.1%
2	1713	< 0.1%
3	1275	< 0.1%
4	867	< 0.1%
5	689	< 0.1%
6	640	< 0.1%
7	502	< 0.1%
8	442	< 0.1%
9	378	< 0.1%
10	290	< 0.1%

Value	Count	Frequency (%)
16798	1	< 0.1%
13250	1	< 0.1%
11598	1	< 0.1%
10425	1	< 0.1%
9281	1	< 0.1%
8969	1	< 0.1%
6233	1	< 0.1%
6040	1	< 0.1%
5973	1	< 0.1%
5780	1	< 0.1%

meddra_concept_class_id_1
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	6983552
Missing (%)	99.8%
Memory size	53.4 MiB

PT	16938

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	33876
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PT
2nd row	PT
3rd row	PT
4th row	PT
5th row	PT

Common Values

Value	Count	Frequency (%)
PT	16938	0.2%
(Missing)	6983552	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pt	16938	100.0%

Most occurring characters

Value	Count	Frequency (%)
P	16938	50.0%
T	16938	50.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	33876	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	16938	50.0%
T	16938	50.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	33876	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	16938	50.0%
T	16938	50.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	33876	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	16938	50.0%
T	16938	50.0%

meddra_concept_class_id_2
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	6983552
Missing (%)	99.8%
Memory size	53.4 MiB

HLT	16938

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	50814
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HLT
2nd row	HLT
3rd row	HLT
4th row	HLT
5th row	HLT

Common Values

Value	Count	Frequency (%)
HLT	16938	0.2%
(Missing)	6983552	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
hlt	16938	100.0%

Most occurring characters

Value	Count	Frequency (%)
H	16938	33.3%
L	16938	33.3%
T	16938	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50814	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
H	16938	33.3%
L	16938	33.3%
T	16938	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50814	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
H	16938	33.3%
L	16938	33.3%
T	16938	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50814	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
H	16938	33.3%
L	16938	33.3%
T	16938	33.3%

meddra_concept_class_id_3
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	6983552
Missing (%)	99.8%
Memory size	53.4 MiB

HLGT	16938

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	67752
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HLGT
2nd row	HLGT
3rd row	HLGT
4th row	HLGT
5th row	HLGT

Common Values

Value	Count	Frequency (%)
HLGT	16938	0.2%
(Missing)	6983552	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
hlgt	16938	100.0%

Most occurring characters

Value	Count	Frequency (%)
H	16938	25.0%
L	16938	25.0%
G	16938	25.0%
T	16938	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
H	16938	25.0%
L	16938	25.0%
G	16938	25.0%
T	16938	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
H	16938	25.0%
L	16938	25.0%
G	16938	25.0%
T	16938	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
H	16938	25.0%
L	16938	25.0%
G	16938	25.0%
T	16938	25.0%

meddra_concept_class_id_4
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	6983552
Missing (%)	99.8%
Memory size	53.4 MiB

SOC	16938

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	50814
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SOC
2nd row	SOC
3rd row	SOC
4th row	SOC
5th row	SOC

Common Values

Value	Count	Frequency (%)
SOC	16938	0.2%
(Missing)	6983552	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
soc	16938	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	16938	33.3%
O	16938	33.3%
C	16938	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50814	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	16938	33.3%
O	16938	33.3%
C	16938	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50814	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	16938	33.3%
O	16938	33.3%
C	16938	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50814	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	16938	33.3%
O	16938	33.3%
C	16938	33.3%

meddra_concept_code_1
Real number (ℝ)

Missing

Distinct	10767
Distinct (%)	63.6%
Missing	6983552
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	10044712

Minimum	10000021
Maximum	10078675
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	10000021
5-th percentile	10005334
Q1	10024387
median	10050214
Q3	10063422
95-th percentile	10074760
Maximum	10078675
Range	78654
Interquartile range (IQR)	39035

Descriptive statistics

Standard deviation	22515.539
Coefficient of variation (CV)	0.0022415316
Kurtosis	-1.0872844
Mean	10044712
Median Absolute Deviation (MAD)	16172.5
Skewness	-0.42468787
Sum	1.7013733 × 10¹¹
Variance	5.069495 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10053869	7	< 0.1%
10034872	7	< 0.1%
10004213	7	< 0.1%
10051707	7	< 0.1%
10063935	7	< 0.1%
10044689	7	< 0.1%
10069116	6	< 0.1%
10072010	6	< 0.1%
10067010	6	< 0.1%
10050361	6	< 0.1%
Other values (10757)	16872	0.2%
(Missing)	6983552	99.8%

Value	Count	Frequency (%)
10000021	2	< 0.1%
10000028	1	< 0.1%
10000050	2	< 0.1%
10000059	1	< 0.1%
10000060	1	< 0.1%
10000077	1	< 0.1%
10000081	1	< 0.1%
10000084	1	< 0.1%
10000087	1	< 0.1%
10000090	1	< 0.1%

Value	Count	Frequency (%)
10078675	2	< 0.1%
10078668	2	< 0.1%
10078659	2	< 0.1%
10078651	2	< 0.1%
10078638	5	< 0.1%
10078602	1	< 0.1%
10078581	2	< 0.1%
10078580	1	< 0.1%
10078576	2	< 0.1%
10078575	1	< 0.1%

meddra_concept_code_2
Real number (ℝ)

Missing

Distinct	1619
Distinct (%)	9.6%
Missing	6983552
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	10029846

Minimum	10000032
Maximum	10077699
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	10000032
5-th percentile	10003818
Q1	10016462
median	10027696
Q3	10040948
95-th percentile	10068755
Maximum	10077699
Range	77667
Interquartile range (IQR)	24486

Descriptive statistics

Standard deviation	18291.903
Coefficient of variation (CV)	0.0018237472
Kurtosis	-0.16890637
Mean	10029846
Median Absolute Deviation (MAD)	13090
Skewness	0.57898279
Sum	1.6988553 × 10¹¹
Variance	3.3459373 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10021544	146	< 0.1%
10022097	126	< 0.1%
10004047	106	< 0.1%
10003057	102	< 0.1%
10018987	101	< 0.1%
10068753	92	< 0.1%
10027700	89	< 0.1%
10027682	82	< 0.1%
10012424	82	< 0.1%
10018072	82	< 0.1%
Other values (1609)	15930	0.2%
(Missing)	6983552	99.8%

Value	Count	Frequency (%)
10000032	21	< 0.1%
10000063	2	< 0.1%
10000072	3	< 0.1%
10000117	7	< 0.1%
10000135	2	< 0.1%
10000171	9	< 0.1%
10000178	8	< 0.1%
10000190	6	< 0.1%
10000191	2	< 0.1%
10000192	11	< 0.1%

Value	Count	Frequency (%)
10077699	5	< 0.1%
10077550	6	< 0.1%
10077549	3	< 0.1%
10077548	30	< 0.1%
10077547	9	< 0.1%
10077545	2	< 0.1%
10077544	1	< 0.1%
10077542	1	< 0.1%
10077540	1	< 0.1%
10077538	2	< 0.1%

meddra_concept_code_3
Real number (ℝ)

Missing

Distinct	337
Distinct (%)	2.0%
Missing	6983552
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	10026499

Minimum	10000073
Maximum	10077546
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	10000073
5-th percentile	10001708
Q1	10014623
median	10023213
Q3	10038612
95-th percentile	10065122
Maximum	10077546
Range	77473
Interquartile range (IQR)	23989

Descriptive statistics

Standard deviation	17669.616
Coefficient of variation (CV)	0.0017622917
Kurtosis	0.16329273
Mean	10026499
Median Absolute Deviation (MAD)	11908
Skewness	0.73123265
Sum	1.6982884 × 10¹¹
Variance	3.1221532 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10001316	560	< 0.1%
10021879	382	< 0.1%
10014982	359	< 0.1%
10069888	359	< 0.1%
10004018	282	< 0.1%
10047075	274	< 0.1%
10029305	269	< 0.1%
10022114	264	< 0.1%
10018851	249	< 0.1%
10047438	225	< 0.1%
Other values (327)	13715	0.2%
(Missing)	6983552	99.8%

Value	Count	Frequency (%)
10000073	45	< 0.1%
10000211	20	< 0.1%
10000485	29	< 0.1%
10000546	64	< 0.1%
10001302	5	< 0.1%
10001316	560	< 0.1%
10001353	39	< 0.1%
10001474	8	< 0.1%
10001708	146	< 0.1%
10002086	40	< 0.1%

Value	Count	Frequency (%)
10077546	11	< 0.1%
10077537	59	< 0.1%
10076290	26	< 0.1%
10074469	4	< 0.1%
10072990	28	< 0.1%
10071947	105	< 0.1%
10071940	65	< 0.1%
10069888	359	< 0.1%
10069782	38	< 0.1%
10069781	59	< 0.1%

meddra_concept_code_4
Real number (ℝ)

Missing

Distinct	27
Distinct (%)	0.2%
Missing	6983552
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	10027122

Minimum	10005329
Maximum	10077536
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	10005329
5-th percentile	10007541
Q1	10019805
median	10022891
Q3	10037175
95-th percentile	10047065
Maximum	10077536
Range	72207
Interquartile range (IQR)	17370

Descriptive statistics

Standard deviation	11351.636
Coefficient of variation (CV)	0.0011320932
Kurtosis	1.0165171
Mean	10027122
Median Absolute Deviation (MAD)	6314
Skewness	0.55127251
Sum	1.6983939 × 10¹¹
Variance	1.2885964 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
10022891	1648	< 0.1%
10022117	1240	< 0.1%
10029205	1199	< 0.1%
10021881	1147	< 0.1%
10047065	967	< 0.1%
10017947	948	< 0.1%
10040785	799	< 0.1%
10018065	755	< 0.1%
10029104	749	< 0.1%
10028395	721	< 0.1%
Other values (17)	6765	0.1%
(Missing)	6983552	99.8%

Value	Count	Frequency (%)
10005329	485	< 0.1%
10007541	393	< 0.1%
10010331	615	< 0.1%
10013993	98	< 0.1%
10014698	251	< 0.1%
10015919	514	< 0.1%
10017947	948	< 0.1%
10018065	755	< 0.1%
10019805	236	< 0.1%
10021428	450	< 0.1%

Value	Count	Frequency (%)
10077536	97	< 0.1%
10047065	967	< 0.1%
10042613	576	< 0.1%
10041244	122	< 0.1%
10040785	799	< 0.1%
10038738	672	< 0.1%
10038604	476	< 0.1%
10038359	407	< 0.1%
10037175	566	< 0.1%
10036585	365	< 0.1%

meddra_concept_id_2
Real number (ℝ)

Missing

Distinct	1619
Distinct (%)	9.6%
Missing	6983552
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	36430341

Minimum	788073
Maximum	45885357
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	788073
5-th percentile	35202463
Q1	35802820
median	36303167
Q3	37003673
95-th percentile	37604043
Maximum	45885357
Range	45097284
Interquartile range (IQR)	1200853

Descriptive statistics

Standard deviation	3065518.4
Coefficient of variation (CV)	0.084147398
Kurtosis	97.877037
Mean	36430341
Median Absolute Deviation (MAD)	600384
Skewness	-7.9705946
Sum	6.1705712 × 10¹¹
Variance	9.3974032 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35802818	146	< 0.1%
35802820	126	< 0.1%
36102898	106	< 0.1%
35802817	102	< 0.1%
37604043	101	< 0.1%
35802819	92	< 0.1%
37503992	89	< 0.1%
36002886	82	< 0.1%
37303796	82	< 0.1%
35802829	82	< 0.1%
Other values (1609)	15930	0.2%
(Missing)	6983552	99.8%

Value	Count	Frequency (%)
788073	23	< 0.1%
788074	4	< 0.1%
788075	5	< 0.1%
788076	2	< 0.1%
788078	1	< 0.1%
788080	1	< 0.1%
788082	1	< 0.1%
788083	2	< 0.1%
788084	9	< 0.1%
788085	30	< 0.1%

Value	Count	Frequency (%)
45885357	18	< 0.1%
45885356	3	< 0.1%
45885355	3	< 0.1%
45885354	2	< 0.1%
45885353	23	< 0.1%
45885352	23	< 0.1%
45885351	9	< 0.1%
45885349	13	< 0.1%
45885348	21	< 0.1%
45885347	20	< 0.1%

meddra_concept_id_3
Real number (ℝ)

Missing

Distinct	337
Distinct (%)	2.0%
Missing	6983552
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	36501597

Minimum	788071
Maximum	45885340
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	788071
5-th percentile	35202053
Q1	35802128
median	36302182
Q3	37102294
95-th percentile	37602361
Maximum	45885340
Range	45097269
Interquartile range (IQR)	1300166

Descriptive statistics

Standard deviation	2739892.8
Coefficient of variation (CV)	0.075062272
Kurtosis	117.74614
Mean	36501597
Median Absolute Deviation (MAD)	600064
Skewness	-8.6002069
Sum	6.1826405 × 10¹¹
Variance	7.5070125 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35802128	560	< 0.1%
36102149	382	< 0.1%
37302323	359	< 0.1%
42888893	359	< 0.1%
36102144	282	< 0.1%
37602361	274	< 0.1%
36702247	269	< 0.1%
36202157	264	< 0.1%
36302167	249	< 0.1%
36102154	225	< 0.1%
Other values (327)	13715	0.2%
(Missing)	6983552	99.8%

Value	Count	Frequency (%)
788071	59	< 0.1%
788072	11	< 0.1%
35102033	40	< 0.1%
35102034	55	< 0.1%
35102035	30	< 0.1%
35102036	56	< 0.1%
35102037	10	< 0.1%
35102038	34	< 0.1%
35102039	98	< 0.1%
35102040	12	< 0.1%

Value	Count	Frequency (%)
45885340	26	< 0.1%
45885339	4	< 0.1%
43053687	28	< 0.1%
42888894	65	< 0.1%
42888893	359	< 0.1%
42888892	105	< 0.1%
42888891	38	< 0.1%
42888890	59	< 0.1%
37602365	19	< 0.1%
37602364	7	< 0.1%

meddra_concept_id_4
Real number (ℝ)

Missing

Distinct	27
Distinct (%)	0.2%
Missing	6983552
Missing (%)	99.8%
Infinite	0
Infinite (%)	0.0%
Mean	36200516

Minimum	788070
Maximum	37600000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	788070
5-th percentile	35200000
Q1	35900000
median	36300000
Q3	36900000
95-th percentile	37600000
Maximum	37600000
Range	36811930
Interquartile range (IQR)	1000000

Descriptive statistics

Standard deviation	2772093
Coefficient of variation (CV)	0.076576063
Kurtosis	149.58382
Mean	36200516
Median Absolute Deviation (MAD)	500000
Skewness	-11.926897
Sum	6.1316434 × 10¹¹
Variance	7.6844996 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
36300000	1648	< 0.1%
36200000	1240	< 0.1%
36700000	1199	< 0.1%
36100000	1147	< 0.1%
37600000	967	< 0.1%
35700000	948	< 0.1%
37300000	799	< 0.1%
35800000	755	< 0.1%
36600000	749	< 0.1%
36500000	721	< 0.1%
Other values (17)	6765	0.1%
(Missing)	6983552	99.8%

Value	Count	Frequency (%)
788070	97	< 0.1%
35100000	485	< 0.1%
35200000	393	< 0.1%
35300000	615	< 0.1%
35400000	98	< 0.1%
35500000	251	< 0.1%
35600000	514	< 0.1%
35700000	948	< 0.1%
35800000	755	< 0.1%
35900000	236	< 0.1%

Value	Count	Frequency (%)
37600000	967	< 0.1%
37500000	576	< 0.1%
37400000	122	< 0.1%
37300000	799	< 0.1%
37200000	672	< 0.1%
37100000	476	< 0.1%
37000000	407	< 0.1%
36900000	566	< 0.1%
36800000	365	< 0.1%
36700000	1199	< 0.1%

meddra_concept_name_1
Text

Missing

Distinct	10768
Distinct (%)	63.6%
Missing	6983549
Missing (%)	99.8%
Memory size	53.4 MiB

Length

Max length	93
Median length	57
Mean length	21.634496
Min length	3

Characters and Unicode

Total characters	366510
Distinct characters	70
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5906 ?
Unique (%)	34.9%

Sample

1st row	nan
2nd row	nan
3rd row	nan
4th row	Gelatinous transformation of the bone marrow
5th row	Eosinophilic granulomatosis with polyangiitis

Value	Count	Frequency (%)
site	891	2.1%
syndrome	711	1.7%
infection	508	1.2%
disorder	462	1.1%
increased	427	1.0%
abnormal	425	1.0%
of	384	0.9%
congenital	349	0.8%
decreased	325	0.8%
blood	307	0.7%
Other values (5573)	37447	88.7%

Most occurring characters

Value	Count	Frequency (%)
e	34008	9.3%
i	31298	8.5%
a	31002	8.5%
o	25615	7.0%
	25295	6.9%
r	24750	6.8%
t	23930	6.5%
n	23155	6.3%
s	21736	5.9%
l	17347	4.7%
Other values (60)	108374	29.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	366510	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	34008	9.3%
i	31298	8.5%
a	31002	8.5%
o	25615	7.0%
	25295	6.9%
r	24750	6.8%
t	23930	6.5%
n	23155	6.3%
s	21736	5.9%
l	17347	4.7%
Other values (60)	108374	29.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	366510	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	34008	9.3%
i	31298	8.5%
a	31002	8.5%
o	25615	7.0%
	25295	6.9%
r	24750	6.8%
t	23930	6.5%
n	23155	6.3%
s	21736	5.9%
l	17347	4.7%
Other values (60)	108374	29.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	366510	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	34008	9.3%
i	31298	8.5%
a	31002	8.5%
o	25615	7.0%
	25295	6.9%
r	24750	6.8%
t	23930	6.5%
n	23155	6.3%
s	21736	5.9%
l	17347	4.7%
Other values (60)	108374	29.6%

meddra_concept_name_2
Text

Missing

Distinct	1620
Distinct (%)	9.6%
Missing	6983549
Missing (%)	99.8%
Memory size	53.4 MiB

Length

Max length	82
Median length	62
Mean length	32.316864
Min length	3

Characters and Unicode

Total characters	547480
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	148 ?
Unique (%)	0.9%

Sample

1st row	nan
2nd row	nan
3rd row	nan
4th row	Marrow depression and hypoplastic anaemias
5th row	Eosinophilic disorders

Value	Count	Frequency (%)
and	6447	9.7%
nec	5508	8.3%
disorders	3918	5.9%
infections	1947	2.9%
neoplasms	1018	1.5%
analyses	897	1.3%
procedures	842	1.3%
congenital	827	1.2%
tissue	751	1.1%
site	749	1.1%
Other values (1276)	43804	65.7%

Most occurring characters

Value	Count	Frequency (%)
	49767	9.1%
e	45308	8.3%
i	44405	8.1%
s	44390	8.1%
a	43095	7.9%
n	39093	7.1%
o	34406	6.3%
r	33723	6.2%
t	31507	5.8%
c	23806	4.3%
Other values (47)	157980	28.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	547480	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	49767	9.1%
e	45308	8.3%
i	44405	8.1%
s	44390	8.1%
a	43095	7.9%
n	39093	7.1%
o	34406	6.3%
r	33723	6.2%
t	31507	5.8%
c	23806	4.3%
Other values (47)	157980	28.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	547480	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	49767	9.1%
e	45308	8.3%
i	44405	8.1%
s	44390	8.1%
a	43095	7.9%
n	39093	7.1%
o	34406	6.3%
r	33723	6.2%
t	31507	5.8%
c	23806	4.3%
Other values (47)	157980	28.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	547480	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	49767	9.1%
e	45308	8.3%
i	44405	8.1%
s	44390	8.1%
a	43095	7.9%
n	39093	7.1%
o	34406	6.3%
r	33723	6.2%
t	31507	5.8%
c	23806	4.3%
Other values (47)	157980	28.9%

meddra_concept_name_3
Text

Missing

Distinct	338
Distinct (%)	2.0%
Missing	6983549
Missing (%)	99.8%
Memory size	53.4 MiB

Length

Max length	86
Median length	56
Mean length	35.634673
Min length	3

Characters and Unicode

Total characters	603687
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	nan
2nd row	nan
3rd row	nan
4th row	Anaemias nonhaemolytic and marrow depression
5th row	White blood cell disorders

Value	Count	Frequency (%)
and	7893	11.2%
disorders	7052	10.0%
nec	2836	4.0%
conditions	1529	2.2%
investigations	1417	2.0%
vascular	1299	1.8%
excl	1289	1.8%
infections	1185	1.7%
neoplasms	1019	1.4%
congenital	1001	1.4%
Other values (431)	43802	62.3%

Most occurring characters

Value	Count	Frequency (%)
	53381	8.8%
i	52858	8.8%
e	51012	8.5%
s	50599	8.4%
n	44386	7.4%
a	43177	7.2%
r	41263	6.8%
o	39926	6.6%
t	35080	5.8%
d	32479	5.4%
Other values (43)	159526	26.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	603687	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	53381	8.8%
i	52858	8.8%
e	51012	8.5%
s	50599	8.4%
n	44386	7.4%
a	43177	7.2%
r	41263	6.8%
o	39926	6.6%
t	35080	5.8%
d	32479	5.4%
Other values (43)	159526	26.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	603687	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	53381	8.8%
i	52858	8.8%
e	51012	8.5%
s	50599	8.4%
n	44386	7.4%
a	43177	7.2%
r	41263	6.8%
o	39926	6.6%
t	35080	5.8%
d	32479	5.4%
Other values (43)	159526	26.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	603687	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	53381	8.8%
i	52858	8.8%
e	51012	8.5%
s	50599	8.4%
n	44386	7.4%
a	43177	7.2%
r	41263	6.8%
o	39926	6.6%
t	35080	5.8%
d	32479	5.4%
Other values (43)	159526	26.4%

relationship_id_12
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	6983552
Missing (%)	99.8%
Memory size	53.4 MiB

Is a	16938

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	67752
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Is a
2nd row	Is a
3rd row	Is a
4th row	Is a
5th row	Is a

Common Values

Value	Count	Frequency (%)
Is a	16938	0.2%
(Missing)	6983552	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
is	16938	50.0%
a	16938	50.0%

Most occurring characters

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

relationship_id_23
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	6983552
Missing (%)	99.8%
Memory size	53.4 MiB

Is a	16938

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	67752
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Is a
2nd row	Is a
3rd row	Is a
4th row	Is a
5th row	Is a

Common Values

Value	Count	Frequency (%)
Is a	16938	0.2%
(Missing)	6983552	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
is	16938	50.0%
a	16938	50.0%

Most occurring characters

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

relationship_id_34
Categorical

Constant Missing

Distinct	1
Distinct (%)	< 0.1%
Missing	6983552
Missing (%)	99.8%
Memory size	53.4 MiB

Is a	16938

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	67752
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Is a
2nd row	Is a
3rd row	Is a
4th row	Is a
5th row	Is a

Common Values

Value	Count	Frequency (%)
Is a	16938	0.2%
(Missing)	6983552	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
is	16938	50.0%
a	16938	50.0%

Most occurring characters

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	67752	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	16938	25.0%
s	16938	25.0%
	16938	25.0%
a	16938	25.0%

soc_category
Categorical

Missing

Distinct	8
Distinct (%)	< 0.1%
Missing	6983649
Missing (%)	99.8%
Memory size	53.4 MiB

anatomic_site_disorder	9487
procedural_disorder	1816
biological_disorder	1806
lab_test_disorder	1648
infection_disorder	1147
Other values (3)	937

Length

Max length	22
Median length	22
Mean length	20.412327
Min length	15

Characters and Unicode

Total characters	343764
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	anatomic_site_disorder
2nd row	anatomic_site_disorder
3rd row	anatomic_site_disorder
4th row	anatomic_site_disorder
5th row	anatomic_site_disorder

Common Values

Value	Count	Frequency (%)
anatomic_site_disorder	9487	0.1%
procedural_disorder	1816	< 0.1%
biological_disorder	1806	< 0.1%
lab_test_disorder	1648	< 0.1%
infection_disorder	1147	< 0.1%
immune_system_disorder	450	< 0.1%
foreign_disorder	365	< 0.1%
social_disorder	122	< 0.1%
(Missing)	6983649	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
anatomic_site_disorder	9487	56.3%
procedural_disorder	1816	10.8%
biological_disorder	1806	10.7%
lab_test_disorder	1648	9.8%
infection_disorder	1147	6.8%
immune_system_disorder	450	2.7%
foreign_disorder	365	2.2%
social_disorder	122	0.7%

Most occurring characters

Value	Count	Frequency (%)
i	42658	12.4%
r	37679	11.0%
d	35498	10.3%
o	33390	9.7%
e	32204	9.4%
s	28998	8.4%
_	28426	8.3%
a	24366	7.1%
t	23867	6.9%
c	14378	4.2%
Other values (9)	42300	12.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	343764	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	42658	12.4%
r	37679	11.0%
d	35498	10.3%
o	33390	9.7%
e	32204	9.4%
s	28998	8.4%
_	28426	8.3%
a	24366	7.1%
t	23867	6.9%
c	14378	4.2%
Other values (9)	42300	12.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	343764	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	42658	12.4%
r	37679	11.0%
d	35498	10.3%
o	33390	9.7%
e	32204	9.4%
s	28998	8.4%
_	28426	8.3%
a	24366	7.1%
t	23867	6.9%
c	14378	4.2%
Other values (9)	42300	12.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	343764	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	42658	12.4%
r	37679	11.0%
d	35498	10.3%
o	33390	9.7%
e	32204	9.4%
s	28998	8.4%
_	28426	8.3%
a	24366	7.1%
t	23867	6.9%
c	14378	4.2%
Other values (9)	42300	12.3%

pediatric_adverse_event
Categorical

Imbalance Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	6983549
Missing (%)	99.8%
Memory size	53.4 MiB

0.0	16220
1.0	721

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	50823
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	16220	0.2%
1.0	721	< 0.1%
(Missing)	6983549	99.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	16220	95.7%
1.0	721	4.3%

Most occurring characters

Value	Count	Frequency (%)
0	33161	65.2%
.	16941	33.3%
1	721	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50823	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	33161	65.2%
.	16941	33.3%
1	721	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50823	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	33161	65.2%
.	16941	33.3%
1	721	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50823	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	33161	65.2%
.	16941	33.3%
1	721	1.4%

probe
Text

Missing

Distinct	959
Distinct (%)	0.5%
Missing	6805388
Missing (%)	97.2%
Memory size	53.4 MiB

Length

Max length	12
Median length	9
Mean length	9.93671
Min length	6

Characters and Unicode

Total characters	1938672
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1431_at
2nd row	1494_f_at
3rd row	177_at
4th row	200642_at
5th row	200697_at

Value	Count	Frequency (%)
215125_s_at	1782	0.9%
206094_x_at	1782	0.9%
208596_s_at	1782	0.9%
204532_x_at	1188	0.6%
207126_x_at	1188	0.6%
221304_at	990	0.5%
221305_s_at	990	0.5%
222094_at	792	0.4%
233334_x_at	792	0.4%
222203_s_at	396	0.2%
Other values (949)	183420	94.0%

Most occurring characters

Value	Count	Frequency (%)
2	289989	15.0%
_	283176	14.6%
a	196965	10.2%
t	195102	10.1%
0	165456	8.5%
1	135324	7.0%
3	100530	5.2%
5	99099	5.1%
4	97083	5.0%
6	77616	4.0%
Other values (6)	298332	15.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1938672	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	289989	15.0%
_	283176	14.6%
a	196965	10.2%
t	195102	10.1%
0	165456	8.5%
1	135324	7.0%
3	100530	5.2%
5	99099	5.1%
4	97083	5.0%
6	77616	4.0%
Other values (6)	298332	15.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1938672	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	289989	15.0%
_	283176	14.6%
a	196965	10.2%
t	195102	10.1%
0	165456	8.5%
1	135324	7.0%
3	100530	5.2%
5	99099	5.1%
4	97083	5.0%
6	77616	4.0%
Other values (6)	298332	15.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1938672	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	289989	15.0%
_	283176	14.6%
a	196965	10.2%
t	195102	10.1%
0	165456	8.5%
1	135324	7.0%
3	100530	5.2%
5	99099	5.1%
4	97083	5.0%
6	77616	4.0%
Other values (6)	298332	15.4%

sample
Text

Missing

Distinct	314
Distinct (%)	0.2%
Missing	6806436
Missing (%)	97.2%
Memory size	53.4 MiB

Length

Max length	9
Median length	9
Mean length	7.6552609
Min length	4

Characters and Unicode

Total characters	1485534
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GSM228562
2nd row	GSM228562
3rd row	GSM228562
4th row	GSM228562
5th row	GSM228562

Value	Count	Frequency (%)
hyb2	1048	0.5%
hyb18	1048	0.5%
hyb19	1048	0.5%
hyb12	1048	0.5%
hyb11	1048	0.5%
hyb10	1048	0.5%
hyb1	1048	0.5%
hyb16	1048	0.5%
hyb15	1048	0.5%
hyb14	1048	0.5%
Other values (304)	183574	94.6%

Most occurring characters

Value	Count	Frequency (%)
2	286120	19.3%
8	135458	9.1%
M	131174	8.8%
S	131174	8.8%
G	131174	8.8%
6	112654	7.6%
5	93480	6.3%
4	66500	4.5%
H	62880	4.2%
y	62880	4.2%
Other values (6)	272040	18.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1485534	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	286120	19.3%
8	135458	9.1%
M	131174	8.8%
S	131174	8.8%
G	131174	8.8%
6	112654	7.6%
5	93480	6.3%
4	66500	4.5%
H	62880	4.2%
y	62880	4.2%
Other values (6)	272040	18.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1485534	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	286120	19.3%
8	135458	9.1%
M	131174	8.8%
S	131174	8.8%
G	131174	8.8%
6	112654	7.6%
5	93480	6.3%
4	66500	4.5%
H	62880	4.2%
y	62880	4.2%
Other values (6)	272040	18.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1485534	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	286120	19.3%
8	135458	9.1%
M	131174	8.8%
S	131174	8.8%
G	131174	8.8%
6	112654	7.6%
5	93480	6.3%
4	66500	4.5%
H	62880	4.2%
y	62880	4.2%
Other values (6)	272040	18.3%

actual
Real number (ℝ)

Missing

Distinct	76729
Distinct (%)	39.5%
Missing	6806436
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	138.36131

Minimum	5.2009343
Maximum	12232.902
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	5.2009343
5-th percentile	10.606114
Q1	22.65203
median	46.402756
Q3	106.2966
95-th percentile	538.99159
Maximum	12232.902
Range	12227.701
Interquartile range (IQR)	83.64457

Descriptive statistics

Standard deviation	388.46238
Coefficient of variation (CV)	2.807594
Kurtosis	216.89838
Mean	138.36131
Median Absolute Deviation (MAD)	29.291114
Skewness	11.817311
Sum	26849565
Variance	150903.02
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.16396997	70	< 0.1%
13.00912799	57	< 0.1%
17.66900607	55	< 0.1%
13.80442339	54	< 0.1%
22.58242099	54	< 0.1%
15.82444055	51	< 0.1%
15.8920675	50	< 0.1%
28.48592034	49	< 0.1%
15.72350509	49	< 0.1%
26.81545261	48	< 0.1%
Other values (76719)	193517	2.8%
(Missing)	6806436	97.2%

Value	Count	Frequency (%)
5.200934277	1	< 0.1%
5.262655185	2	< 0.1%
5.286312991	1	< 0.1%
5.287979996	1	< 0.1%
5.320035545	1	< 0.1%
5.348016531	1	< 0.1%
5.348665504	1	< 0.1%
5.354240401	1	< 0.1%
5.361693787	1	< 0.1%
5.381110847	1	< 0.1%

Value	Count	Frequency (%)
12232.90214	1	< 0.1%
12008.27225	1	< 0.1%
11986.26306	1	< 0.1%
11941.34582	1	< 0.1%
11850.44007	1	< 0.1%
11817.71133	1	< 0.1%
11812.5872	1	< 0.1%
11549.45386	1	< 0.1%
11482.28835	1	< 0.1%
11401.24467	1	< 0.1%

prediction
Real number (ℝ)

Missing

Distinct	176989
Distinct (%)	91.2%
Missing	6806436
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	138.36131

Minimum	-628.79359
Maximum	11524.11
Zeros	0
Zeros (%)	0.0%
Negative	701
Negative (%)	< 0.1%
Memory size	53.4 MiB

Quantile statistics

Minimum	-628.79359
5-th percentile	10.784549
Q1	23.947807
median	47.498616
Q3	107.20521
95-th percentile	537.38797
Maximum	11524.11
Range	12152.903
Interquartile range (IQR)	83.257406

Descriptive statistics

Standard deviation	376.83315
Coefficient of variation (CV)	2.7235443
Kurtosis	209.68467
Mean	138.36131
Median Absolute Deviation (MAD)	29.48177
Skewness	11.579905
Sum	26849565
Variance	142003.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
84.97984735	9	< 0.1%
50.65371351	9	< 0.1%
36.94538579	9	< 0.1%
87.20673994	9	< 0.1%
28.3649831	9	< 0.1%
94.72998205	9	< 0.1%
39.67502199	9	< 0.1%
28.82278141	9	< 0.1%
25.12841837	9	< 0.1%
51.14005072	9	< 0.1%
Other values (176979)	193964	2.8%
(Missing)	6806436	97.2%

Value	Count	Frequency (%)
-628.7935934	1	< 0.1%
-616.1722196	1	< 0.1%
-556.0704121	2	< 0.1%
-473.2518679	1	< 0.1%
-451.3253869	1	< 0.1%
-441.9756527	1	< 0.1%
-420.2652646	1	< 0.1%
-417.2540298	1	< 0.1%
-402.236643	1	< 0.1%
-388.1981059	1	< 0.1%

Value	Count	Frequency (%)
11524.1099	1	< 0.1%
11373.17708	1	< 0.1%
11047.70826	1	< 0.1%
10950.32993	1	< 0.1%
10928.08893	1	< 0.1%
10856.4793	1	< 0.1%
10775.93164	1	< 0.1%
10672.77182	1	< 0.1%
10669.51316	1	< 0.1%
10661.02157	1	< 0.1%

residual
Real number (ℝ)

Missing

Distinct	176989
Distinct (%)	91.2%
Missing	6806436
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	-3.8741192 × 10^-14

Minimum	-3566.9962
Maximum	6094.7571
Zeros	0
Zeros (%)	0.0%
Negative	106052
Negative (%)	1.5%
Memory size	53.4 MiB

Quantile statistics

Minimum	-3566.9962
5-th percentile	-62.34314
Q1	-8.9726341
median	-0.78726069
Q3	6.984796
95-th percentile	59.324891
Maximum	6094.7571
Range	9661.7534
Interquartile range (IQR)	15.95743

Descriptive statistics

Standard deviation	94.338726
Coefficient of variation (CV)	-2.4351013 × 10¹⁵
Kurtosis	285.53276
Mean	-3.8741192 × 10^-14
Median Absolute Deviation (MAD)	7.9763929
Skewness	4.1824022
Sum	-7.6961442 × 10^-9
Variance	8899.7953
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.69867072	9	< 0.1%
-2.26204953	9	< 0.1%
-5.492569319	9	< 0.1%
-20.8373478	9	< 0.1%
-3.985364064	9	< 0.1%
10.20108708	9	< 0.1%
-13.70349191	9	< 0.1%
-11.83414315	9	< 0.1%
-1.357155355	9	< 0.1%
13.3048253	9	< 0.1%
Other values (176979)	193964	2.8%
(Missing)	6806436	97.2%

Value	Count	Frequency (%)
-3566.996238	1	< 0.1%
-3478.386128	1	< 0.1%
-3161.473045	1	< 0.1%
-2579.662309	1	< 0.1%
-2219.270274	1	< 0.1%
-1972.140323	1	< 0.1%
-1971.806054	1	< 0.1%
-1969.435409	1	< 0.1%
-1968.602113	1	< 0.1%
-1956.043967	1	< 0.1%

Value	Count	Frequency (%)
6094.757115	1	< 0.1%
3900.076232	1	< 0.1%
3535.515059	1	< 0.1%
3440.438665	1	< 0.1%
2853.126021	1	< 0.1%
2741.21263	1	< 0.1%
2648.913866	1	< 0.1%
2606.186316	1	< 0.1%
2560.685639	2	< 0.1%
2492.359834	1	< 0.1%

f_statistic
Real number (ℝ)

Missing

Distinct	959
Distinct (%)	0.5%
Missing	6806436
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	25.312626

Minimum	7.9357806 × 10^-5
Maximum	118.115
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	7.9357806 × 10^-5
5-th percentile	0.13191008
Q1	4.3826629
median	16.375423
Q3	39.172581
95-th percentile	79.001213
Maximum	118.115
Range	118.11492
Interquartile range (IQR)	34.789918

Descriptive statistics

Standard deviation	25.844862
Coefficient of variation (CV)	1.0210265
Kurtosis	0.55344799
Mean	25.312626
Median Absolute Deviation (MAD)	14.593443
Skewness	1.145873
Sum	4912016.3
Variance	667.95688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34.86906227	1773	< 0.1%
0.0276985382	1773	< 0.1%
17.6066331	1773	< 0.1%
24.06743353	1182	< 0.1%
0.1717596018	1182	< 0.1%
60.94618329	985	< 0.1%
31.91198938	985	< 0.1%
6.532261215	788	< 0.1%
4.745979548	788	< 0.1%
69.61018591	394	< 0.1%
Other values (949)	182431	2.6%
(Missing)	6806436	97.2%

Value	Count	Frequency (%)
7.935780645 × 10^-5	197	< 0.1%
0.0001477381937	197	< 0.1%
0.0003700914575	394	< 0.1%
0.0004637703998	197	< 0.1%
0.0009930464802	197	< 0.1%
0.001326756269	197	< 0.1%
0.001993672622	197	< 0.1%
0.002616872536	80	< 0.1%
0.002975347702	197	< 0.1%
0.003842236844	80	< 0.1%

Value	Count	Frequency (%)
118.115003	197	< 0.1%
113.5721515	197	< 0.1%
110.9068887	197	< 0.1%
108.1158634	197	< 0.1%
107.4835001	197	< 0.1%
106.5162376	197	< 0.1%
105.5249249	197	< 0.1%
103.9309277	197	< 0.1%
101.6288633	197	< 0.1%
100.2938413	197	< 0.1%

f_pvalue
Real number (ℝ)

Missing

Distinct	959
Distinct (%)	0.5%
Missing	6806436
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.10278914

Minimum	8.1610273 × 10^-22
Maximum	0.99290141
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	8.1610273 × 10^-22
5-th percentile	4.1557564 × 10^-16
Q1	2.4148636 × 10^-9
median	7.4851824 × 10^-5
Q3	0.039035239
95-th percentile	0.71685318
Maximum	0.99290141
Range	0.99290141
Interquartile range (IQR)	0.039035237

Descriptive statistics

Standard deviation	0.22758649
Coefficient of variation (CV)	2.2141104
Kurtosis	4.7567022
Mean	0.10278914
Median Absolute Deviation (MAD)	7.4851824 × 10^-5
Skewness	2.4104604
Sum	19946.643
Variance	0.051795612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.542928473 × 10^-8	1773	< 0.1%
0.8679919686	1773	< 0.1%
4.123354768 × 10^-5	1773	< 0.1%
1.957248679 × 10^-6	1182	< 0.1%
0.6790082437	1182	< 0.1%
3.507978814 × 10^-13	985	< 0.1%
5.649688463 × 10^-8	985	< 0.1%
0.01135545391	788	< 0.1%
0.03056621829	788	< 0.1%
1.301954391 × 10^-14	394	< 0.1%
Other values (949)	182431	2.6%
(Missing)	6806436	97.2%

Value	Count	Frequency (%)
8.161027291 × 10^-22	197	< 0.1%
3.433958916 × 10^-21	197	< 0.1%
8.059521796 × 10^-21	197	< 0.1%
1.985479129 × 10^-20	197	< 0.1%
2.438335113 × 10^-20	197	< 0.1%
3.341543539 × 10^-20	197	< 0.1%
4.620312974 × 10^-20	197	< 0.1%
7.797449455 × 10^-20	197	< 0.1%
1.668779009 × 10^-19	197	< 0.1%
2.6016043 × 10^-19	197	< 0.1%

Value	Count	Frequency (%)
0.9929014061	197	< 0.1%
0.9903145697	197	< 0.1%
0.9846711039	394	< 0.1%
0.9828406414	197	< 0.1%
0.9748929422	197	< 0.1%
0.9709810073	197	< 0.1%
0.964431531	197	< 0.1%
0.9593324877	80	< 0.1%
0.9565554087	197	< 0.1%
0.9507327187	80	< 0.1%

ATC_concept_class_id
Categorical

Constant Missing

Distinct	1
Distinct (%)	0.2%
Missing	6999914
Missing (%)	> 99.9%
Memory size	53.4 MiB

ATC 5th	576

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	4032
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ATC 5th
2nd row	ATC 5th
3rd row	ATC 5th
4th row	ATC 5th
5th row	ATC 5th

Common Values

Value	Count	Frequency (%)
ATC 5th	576	< 0.1%
(Missing)	6999914	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
atc	576	50.0%
5th	576	50.0%

Most occurring characters

Value	Count	Frequency (%)
A	576	14.3%
T	576	14.3%
C	576	14.3%
	576	14.3%
5	576	14.3%
t	576	14.3%
h	576	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4032	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	576	14.3%
T	576	14.3%
C	576	14.3%
	576	14.3%
5	576	14.3%
t	576	14.3%
h	576	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4032	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	576	14.3%
T	576	14.3%
C	576	14.3%
	576	14.3%
5	576	14.3%
t	576	14.3%
h	576	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4032	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	576	14.3%
T	576	14.3%
C	576	14.3%
	576	14.3%
5	576	14.3%
t	576	14.3%
h	576	14.3%

ATC_concept_id
Categorical

Missing Uniform

Distinct	8
Distinct (%)	1.4%
Missing	6999914
Missing (%)	> 99.9%
Memory size	53.4 MiB

21602320.0	72
21602800.0	72
21602977.0	72
21603103.0	72
21603356.0	72
Other values (3)	216

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	5760
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	21602320.0
2nd row	21602320.0
3rd row	21602320.0
4th row	21602320.0
5th row	21602320.0

Common Values

Value	Count	Frequency (%)
21602320.0	72	< 0.1%
21602800.0	72	< 0.1%
21602977.0	72	< 0.1%
21603103.0	72	< 0.1%
21603356.0	72	< 0.1%
21603967.0	72	< 0.1%
21604757.0	72	< 0.1%
21604941.0	72	< 0.1%
(Missing)	6999914	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
21602320.0	72	12.5%
21602800.0	72	12.5%
21602977.0	72	12.5%
21603103.0	72	12.5%
21603356.0	72	12.5%
21603967.0	72	12.5%
21604757.0	72	12.5%
21604941.0	72	12.5%

Most occurring characters

Value	Count	Frequency (%)
0	1440	25.0%
2	864	15.0%
1	720	12.5%
6	720	12.5%
.	576	10.0%
3	432	7.5%
7	360	6.2%
4	216	3.8%
9	216	3.8%
5	144	2.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5760	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1440	25.0%
2	864	15.0%
1	720	12.5%
6	720	12.5%
.	576	10.0%
3	432	7.5%
7	360	6.2%
4	216	3.8%
9	216	3.8%
5	144	2.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5760	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1440	25.0%
2	864	15.0%
1	720	12.5%
6	720	12.5%
.	576	10.0%
3	432	7.5%
7	360	6.2%
4	216	3.8%
9	216	3.8%
5	144	2.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5760	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1440	25.0%
2	864	15.0%
1	720	12.5%
6	720	12.5%
.	576	10.0%
3	432	7.5%
7	360	6.2%
4	216	3.8%
9	216	3.8%
5	144	2.5%

ATC_concept_name
Categorical

Missing Uniform

Distinct	8
Distinct (%)	1.4%
Missing	6999914
Missing (%)	> 99.9%
Memory size	53.4 MiB

isotretinoin	72
doxycycline	72
clarithromycin	72
isoniazid	72
montelukast	72
Other values (3)	216

Length

Max length	15
Median length	14
Mean length	11.5
Min length	9

Characters and Unicode

Total characters	6624
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	isotretinoin
2nd row	isotretinoin
3rd row	isotretinoin
4th row	isotretinoin
5th row	isotretinoin

Common Values

Value	Count	Frequency (%)
isotretinoin	72	< 0.1%
doxycycline	72	< 0.1%
clarithromycin	72	< 0.1%
isoniazid	72	< 0.1%
montelukast	72	< 0.1%
ibuprofen	72	< 0.1%
methylphenidate	72	< 0.1%
mebendazole	72	< 0.1%
(Missing)	6999914	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
isotretinoin	72	12.5%
doxycycline	72	12.5%
clarithromycin	72	12.5%
isoniazid	72	12.5%
montelukast	72	12.5%
ibuprofen	72	12.5%
methylphenidate	72	12.5%
mebendazole	72	12.5%

Most occurring characters

Value	Count	Frequency (%)
i	792	12.0%
e	720	10.9%
n	648	9.8%
o	576	8.7%
t	504	7.6%
l	360	5.4%
a	360	5.4%
c	288	4.3%
r	288	4.3%
y	288	4.3%
Other values (11)	1800	27.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6624	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	792	12.0%
e	720	10.9%
n	648	9.8%
o	576	8.7%
t	504	7.6%
l	360	5.4%
a	360	5.4%
c	288	4.3%
r	288	4.3%
y	288	4.3%
Other values (11)	1800	27.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6624	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	792	12.0%
e	720	10.9%
n	648	9.8%
o	576	8.7%
t	504	7.6%
l	360	5.4%
a	360	5.4%
c	288	4.3%
r	288	4.3%
y	288	4.3%
Other values (11)	1800	27.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6624	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	792	12.0%
e	720	10.9%
n	648	9.8%
o	576	8.7%
t	504	7.6%
l	360	5.4%
a	360	5.4%
c	288	4.3%
r	288	4.3%
y	288	4.3%
Other values (11)	1800	27.2%

Control
Categorical

Missing

Distinct	2
Distinct (%)	0.3%
Missing	6999914
Missing (%)	> 99.9%
Memory size	53.4 MiB

N	397
P	179

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	576
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	N
4th row	N
5th row	N

Common Values

Value	Count	Frequency (%)
N	397	< 0.1%
P	179	< 0.1%
(Missing)	6999914	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	397	68.9%
p	179	31.1%

Most occurring characters

Value	Count	Frequency (%)
N	397	68.9%
P	179	31.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	576	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	397	68.9%
P	179	31.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	576	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	397	68.9%
P	179	31.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	576	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	397	68.9%
P	179	31.1%

MedDRA_concept_class_id
Categorical

Constant Missing

Distinct	1
Distinct (%)	0.2%
Missing	6999914
Missing (%)	> 99.9%
Memory size	53.4 MiB

PT	576

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1152
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PT
2nd row	PT
3rd row	PT
4th row	PT
5th row	PT

Common Values

Value	Count	Frequency (%)
PT	576	< 0.1%
(Missing)	6999914	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pt	576	100.0%

Most occurring characters

Value	Count	Frequency (%)
P	576	50.0%
T	576	50.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1152	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	576	50.0%
T	576	50.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1152	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	576	50.0%
T	576	50.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1152	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	576	50.0%
T	576	50.0%

MedDRA_concept_id
Real number (ℝ)

Missing

Distinct	72
Distinct (%)	12.5%
Missing	6999914
Missing (%)	> 99.9%
Infinite	0
Infinite (%)	0.0%
Mean	36769521

Minimum	35104182
Maximum	42890510
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	53.4 MiB

Quantile statistics

Minimum	35104182
5-th percentile	35104688
Q1	35909627
median	36315584
Q3	36919090
95-th percentile	42889492
Maximum	42890510
Range	7786328
Interquartile range (IQR)	1009463.2

Descriptive statistics

Standard deviation	1775525.5
Coefficient of variation (CV)	0.04828797
Kurtosis	7.0115245
Mean	36769521
Median Absolute Deviation (MAD)	603389
Skewness	2.734111
Sum	2.1179244 × 10¹⁰
Variance	3.1524909 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36315573	8	< 0.1%
36315575	8	< 0.1%
36315595	8	< 0.1%
36315611	8	< 0.1%
37019353	8	< 0.1%
35506541	8	< 0.1%
36315599	8	< 0.1%
36315594	8	< 0.1%
36313522	8	< 0.1%
36313524	8	< 0.1%
Other values (62)	496	< 0.1%
(Missing)	6999914	> 99.9%

Value	Count	Frequency (%)
35104182	8	< 0.1%
35104678	8	< 0.1%
35104679	8	< 0.1%
35104688	8	< 0.1%
35104690	8	< 0.1%
35104691	8	< 0.1%
35104692	8	< 0.1%
35104693	8	< 0.1%
35506541	8	< 0.1%
35607134	8	< 0.1%

Value	Count	Frequency (%)
42890510	8	< 0.1%
42889748	8	< 0.1%
42889495	8	< 0.1%
42889492	8	< 0.1%
42888927	8	< 0.1%
37320187	8	< 0.1%
37019353	8	< 0.1%
36919236	8	< 0.1%
36919230	8	< 0.1%
36919154	8	< 0.1%

MedDRA_concept_name
Text

Missing

Distinct	72
Distinct (%)	12.5%
Missing	6999914
Missing (%)	> 99.9%
Memory size	53.4 MiB

Length

Max length	46
Median length	30
Mean length	22.611111
Min length	8

Characters and Unicode

Total characters	13024
Distinct characters	45
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Blood creatinine abnormal
2nd row	Blood creatinine increased
3rd row	Creatinine renal clearance decreased
4th row	Inulin renal clearance decreased
5th row	Renal cortical necrosis

Value	Count	Frequency (%)
psychosis	72	5.0%
delusion	72	5.0%
abnormal	48	3.3%
disorder	48	3.3%
decreased	40	2.8%
injury	40	2.8%
thrombocytopenia	40	2.8%
platelet	40	2.8%
liver	40	2.8%
creatinine	40	2.8%
Other values (82)	960	66.7%

Most occurring characters

Value	Count	Frequency (%)
e	1384	10.6%
i	1080	8.3%
a	976	7.5%
o	952	7.3%
r	896	6.9%
n	864	6.6%
	864	6.6%
s	792	6.1%
c	696	5.3%
t	680	5.2%
Other values (35)	3840	29.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13024	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1384	10.6%
i	1080	8.3%
a	976	7.5%
o	952	7.3%
r	896	6.9%
n	864	6.6%
	864	6.6%
s	792	6.1%
c	696	5.3%
t	680	5.2%
Other values (35)	3840	29.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13024	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1384	10.6%
i	1080	8.3%
a	976	7.5%
o	952	7.3%
r	896	6.9%
n	864	6.6%
	864	6.6%
s	792	6.1%
c	696	5.3%
t	680	5.2%
Other values (35)	3840	29.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13024	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1384	10.6%
i	1080	8.3%
a	976	7.5%
o	952	7.3%
r	896	6.9%
n	864	6.6%
	864	6.6%
s	792	6.1%
c	696	5.3%
t	680	5.2%
Other values (35)	3840	29.5%

condition_name
Categorical

Missing

Distinct	4
Distinct (%)	0.2%
Missing	6998141
Missing (%)	> 99.9%
Memory size	53.4 MiB

Acute liver injury	1078
GI bleed	928
Acute myocardial infarction	284
Acute kidney injury	59

Length

Max length	27
Median length	19
Mean length	15.162622
Min length	8

Characters and Unicode

Total characters	35617
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Acute liver injury
2nd row	Acute liver injury
3rd row	Acute liver injury
4th row	Acute liver injury
5th row	Acute liver injury

Common Values

Value	Count	Frequency (%)
Acute liver injury	1078	< 0.1%
GI bleed	928	< 0.1%
Acute myocardial infarction	284	< 0.1%
Acute kidney injury	59	< 0.1%
(Missing)	6998141	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
acute	1421	23.2%
injury	1137	18.6%
liver	1078	17.6%
gi	928	15.2%
bleed	928	15.2%
myocardial	284	4.6%
infarction	284	4.6%
kidney	59	1.0%

Most occurring characters

Value	Count	Frequency (%)
e	4414	12.4%
	3770	10.6%
i	3126	8.8%
r	2783	7.8%
u	2558	7.2%
l	2290	6.4%
c	1989	5.6%
n	1764	5.0%
t	1705	4.8%
y	1480	4.2%
Other values (12)	9738	27.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	35617	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	4414	12.4%
	3770	10.6%
i	3126	8.8%
r	2783	7.8%
u	2558	7.2%
l	2290	6.4%
c	1989	5.6%
n	1764	5.0%
t	1705	4.8%
y	1480	4.2%
Other values (12)	9738	27.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	35617	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	4414	12.4%
	3770	10.6%
i	3126	8.8%
r	2783	7.8%
u	2558	7.2%
l	2290	6.4%
c	1989	5.6%
n	1764	5.0%
t	1705	4.8%
y	1480	4.2%
Other values (12)	9738	27.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	35617	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	4414	12.4%
	3770	10.6%
i	3126	8.8%
r	2783	7.8%
u	2558	7.2%
l	2290	6.4%
c	1989	5.6%
n	1764	5.0%
t	1705	4.8%
y	1480	4.2%
Other values (12)	9738	27.3%

control
Categorical

Missing

Distinct	2
Distinct (%)	0.1%
Missing	6998141
Missing (%)	> 99.9%
Memory size	53.4 MiB

negative	1256
positive	1093

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	18792
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	negative
2nd row	negative
3rd row	negative
4th row	negative
5th row	negative

Common Values

Value	Count	Frequency (%)
negative	1256	< 0.1%
positive	1093	< 0.1%
(Missing)	6998141	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
negative	1256	53.5%
positive	1093	46.5%

Most occurring characters

Value	Count	Frequency (%)
e	3605	19.2%
i	3442	18.3%
v	2349	12.5%
t	2349	12.5%
n	1256	6.7%
a	1256	6.7%
g	1256	6.7%
p	1093	5.8%
o	1093	5.8%
s	1093	5.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18792	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	3605	19.2%
i	3442	18.3%
v	2349	12.5%
t	2349	12.5%
n	1256	6.7%
a	1256	6.7%
g	1256	6.7%
p	1093	5.8%
o	1093	5.8%
s	1093	5.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18792	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	3605	19.2%
i	3442	18.3%
v	2349	12.5%
t	2349	12.5%
n	1256	6.7%
a	1256	6.7%
g	1256	6.7%
p	1093	5.8%
o	1093	5.8%
s	1093	5.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18792	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	3605	19.2%
i	3442	18.3%
v	2349	12.5%
t	2349	12.5%
n	1256	6.7%
a	1256	6.7%
g	1256	6.7%
p	1093	5.8%
o	1093	5.8%
s	1093	5.8%

stitch_id
Text

Missing

Distinct	707
Distinct (%)	1.1%
Missing	6933462
Missing (%)	99.0%
Memory size	53.4 MiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	804336
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17 ?
Unique (%)	< 0.1%

Sample

1st row	CID100002713
2nd row	CID100002713
3rd row	CID100002713
4th row	CID100002713
5th row	CID100002713

Value	Count	Frequency (%)
cid100002771	1575	2.3%
cid100003032	1011	1.5%
cid100060795	937	1.4%
cid100005073	787	1.2%
cid100003345	782	1.2%
cid100004158	706	1.1%
cid100004594	634	0.9%
cid100004583	625	0.9%
cid100005514	576	0.9%
cid100003386	566	0.8%
Other values (697)	58829	87.8%

Most occurring characters

Value	Count	Frequency (%)
0	266797	33.2%
1	98350	12.2%
C	67028	8.3%
D	67028	8.3%
I	67028	8.3%
3	37628	4.7%
2	35844	4.5%
4	34754	4.3%
5	34182	4.2%
6	29021	3.6%
Other values (3)	66676	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	804336	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	266797	33.2%
1	98350	12.2%
C	67028	8.3%
D	67028	8.3%
I	67028	8.3%
3	37628	4.7%
2	35844	4.5%
4	34754	4.3%
5	34182	4.2%
6	29021	3.6%
Other values (3)	66676	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	804336	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	266797	33.2%
1	98350	12.2%
C	67028	8.3%
D	67028	8.3%
I	67028	8.3%
3	37628	4.7%
2	35844	4.5%
4	34754	4.3%
5	34182	4.2%
6	29021	3.6%
Other values (3)	66676	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	804336	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	266797	33.2%
1	98350	12.2%
C	67028	8.3%
D	67028	8.3%
I	67028	8.3%
3	37628	4.7%
2	35844	4.5%
4	34754	4.3%
5	34182	4.2%
6	29021	3.6%
Other values (3)	66676	8.3%

medgen_id
Text

Missing

Distinct	2752
Distinct (%)	4.1%
Missing	6933462
Missing (%)	99.0%
Memory size	53.4 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	536224
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	519 ?
Unique (%)	0.8%

Sample

1st row	C0017565
2nd row	C0017565
3rd row	C0030193
4th row	C0234238
5th row	C0020517

Value	Count	Frequency (%)
c0039070	1581	2.4%
c0012833	1149	1.7%
c0038325	690	1.0%
c0013404	682	1.0%
c0231218	675	1.0%
c0015672	657	1.0%
c0008031	642	1.0%
c0009676	642	1.0%
c0042109	618	0.9%
c0015230	577	0.9%
Other values (2742)	59115	88.2%

Most occurring characters

Value	Count	Frequency (%)
0	152290	28.4%
C	67028	12.5%
2	48727	9.1%
1	47079	8.8%
3	46276	8.6%
4	33569	6.3%
5	30356	5.7%
8	28433	5.3%
9	28237	5.3%
7	27465	5.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	536224	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	152290	28.4%
C	67028	12.5%
2	48727	9.1%
1	47079	8.8%
3	46276	8.6%
4	33569	6.3%
5	30356	5.7%
8	28433	5.3%
9	28237	5.3%
7	27465	5.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	536224	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	152290	28.4%
C	67028	12.5%
2	48727	9.1%
1	47079	8.8%
3	46276	8.6%
4	33569	6.3%
5	30356	5.7%
8	28433	5.3%
9	28237	5.3%
7	27465	5.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	536224	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	152290	28.4%
C	67028	12.5%
2	48727	9.1%
1	47079	8.8%
3	46276	8.6%
4	33569	6.3%
5	30356	5.7%
8	28433	5.3%
9	28237	5.3%
7	27465	5.1%

Interactions

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	ade	atc_concept_id	meddra_concept_id	cluster_id	gt_null_statistic	gt_null_99	max_score_nichd	cluster_name	ade_nreports	table_name	nichd	gam_score	norm	gam_score_se	gam_score_90mse	gam_score_90pse	D	E	DE	ade_name	category	atc_concept_name	meddra_concept_name	atc_concept_class_id	meddra_concept_class_id	a	b	c	d	lwr	odds_ratio	upr	pvalue	fdr	null_99	safetyreportid	sex	reporter_qualification	receive_date	XA	XB	XC	XD	XG	XH	XJ	XL	XM	XN	XP	XR	XS	XV	polypharmacy	atc1_concept_name	raw_code	gene_symbol	type	soc	auroc	wt_pvalue	ttest_statistic	ttest_pvalue	atc_concept_code	ndrugreports	atc4_concept_name	atc4_concept_code	atc3_concept_name	atc3_concept_code	atc2_concept_name	atc2_concept_code	atc1_concept_code	drugbank_id	id	action	uniprot_id	entrez_id	meddra_concept_name_4	neventreports	meddra_concept_class_id_1	meddra_concept_class_id_2	meddra_concept_class_id_3	meddra_concept_class_id_4	meddra_concept_code_1	meddra_concept_code_2	meddra_concept_code_3	meddra_concept_code_4	meddra_concept_id_2	meddra_concept_id_3	meddra_concept_id_4	meddra_concept_name_1	meddra_concept_name_2	meddra_concept_name_3	relationship_id_12	relationship_id_23	relationship_id_34	soc_category	pediatric_adverse_event	probe	sample	actual	prediction	residual	f_statistic	f_pvalue	ATC_concept_class_id	ATC_concept_id	ATC_concept_name	Control	MedDRA_concept_class_id	MedDRA_concept_id	MedDRA_concept_name	condition_name	control	stitch_id	medgen_id
0	1588648_35809076	1588648.0	35809076.0	2.0	1.0	0.0	late_adolescence	Increase	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	1588648_36315755	1588648.0	36315755.0	2.0	1.0	1.0	late_adolescence	Increase	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	1588648_36416514	1588648.0	36416514.0	2.0	1.0	0.0	late_adolescence	Increase	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	1588648_37019318	1588648.0	37019318.0	2.0	1.0	0.0	late_adolescence	Increase	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	1588648_37019399	1588648.0	37019399.0	2.0	1.0	1.0	late_adolescence	Increase	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	1588648_37522220	1588648.0	37522220.0	2.0	1.0	0.0	late_adolescence	Increase	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	1588697_35104746	1588697.0	35104746.0	4.0	0.0	0.0	term_neonatal	Decrease	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	1588697_35104812	1588697.0	35104812.0	2.0	0.0	0.0	late_adolescence	Increase	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	1588697_35104824	1588697.0	35104824.0	2.0	0.0	0.0	late_adolescence	Increase	3.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	1588697_35104834	1588697.0	35104834.0	4.0	0.0	0.0	term_neonatal	Decrease	1.0	ade	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	ade	atc_concept_id	meddra_concept_id	cluster_id	gt_null_statistic	gt_null_99	max_score_nichd	cluster_name	ade_nreports	table_name	nichd	gam_score	norm	gam_score_se	gam_score_90mse	gam_score_90pse	D	E	DE	ade_name	category	atc_concept_name	meddra_concept_name	atc_concept_class_id	meddra_concept_class_id	a	b	c	d	lwr	odds_ratio	upr	pvalue	fdr	null_99	safetyreportid	sex	reporter_qualification	receive_date	XA	XB	XC	XD	XG	XH	XJ	XL	XM	XN	XP	XR	XS	XV	polypharmacy	atc1_concept_name	raw_code	gene_symbol	type	soc	auroc	wt_pvalue	ttest_statistic	ttest_pvalue	atc_concept_code	ndrugreports	atc4_concept_name	atc4_concept_code	atc3_concept_name	atc3_concept_code	atc2_concept_name	atc2_concept_code	atc1_concept_code	drugbank_id	id	action	uniprot_id	entrez_id	meddra_concept_name_4	neventreports	meddra_concept_class_id_1	meddra_concept_class_id_2	meddra_concept_class_id_3	meddra_concept_class_id_4	meddra_concept_code_1	meddra_concept_code_2	meddra_concept_code_3	meddra_concept_code_4	meddra_concept_id_2	meddra_concept_id_3	meddra_concept_id_4	meddra_concept_name_1	meddra_concept_name_2	meddra_concept_name_3	relationship_id_12	relationship_id_23	relationship_id_34	soc_category	pediatric_adverse_event	probe	sample	actual	prediction	residual	f_statistic	f_pvalue	ATC_concept_class_id	ATC_concept_id	ATC_concept_name	Control	MedDRA_concept_class_id	MedDRA_concept_id	MedDRA_concept_name	condition_name	control	stitch_id	medgen_id
7000480	21605306_35809130	21605306.0	35809130.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Flushing	NaN	sincalide	Flushing	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	General disorders and administration site conditions	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0016382
7000481	21605306_35809130	21605306.0	35809130.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Flushing	NaN	sincalide	Flushing	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Skin and subcutaneous tissue disorders	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0016382
7000482	21605306_35809130	21605306.0	35809130.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Flushing	NaN	sincalide	Flushing	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Vascular disorders	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0016382
7000483	21605306_35809134	21605306.0	35809134.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Hyperhidrosis	NaN	sincalide	Hyperhidrosis	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	General disorders and administration site conditions	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0038990
7000484	21605306_35809134	21605306.0	35809134.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Hyperhidrosis	NaN	sincalide	Hyperhidrosis	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Skin and subcutaneous tissue disorders	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0038990
7000485	21605306_35809134	21605306.0	35809134.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Hyperhidrosis	NaN	sincalide	Hyperhidrosis	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	General disorders and administration site conditions	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0700590
7000486	21605306_35809134	21605306.0	35809134.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Hyperhidrosis	NaN	sincalide	Hyperhidrosis	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Skin and subcutaneous tissue disorders	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0700590
7000487	21605306_35809243	21605306.0	35809243.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Pain	NaN	sincalide	Pain	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	General disorders and administration site conditions	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0030193
7000488	21605306_36718317	21605306.0	36718317.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Loss of consciousness	NaN	sincalide	Loss of consciousness	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Nervous system disorders	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0039070
7000489	21605306_37320158	21605306.0	37320158.0	NaN	NaN	NaN	NaN	NaN	NaN	sider	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	sincalide and Erythema	NaN	sincalide	Erythema	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Skin and subcutaneous tissue disorders	NaN	NaN	NaN	NaN	V04CC03	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	CID100032800	C0041834

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters